{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# Online Advertisement Evaluation for TVs\n",
    "\n",
    "Let's evaluate some online ads options to pick the best one."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:21.379087Z",
     "iopub.status.busy": "2025-07-26T16:03:21.378099Z",
     "iopub.status.idle": "2025-07-26T16:03:33.102164Z",
     "shell.execute_reply": "2025-07-26T16:03:33.100270Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "!!!!\n",
      "DISCLAIMER: TinyTroupe relies on Artificial Intelligence (AI) models to generate content. \n",
      "The AI models are not perfect and may produce inappropriate or inacurate results. \n",
      "For any serious or consequential use, please review the generated content before using it.\n",
      "!!!!\n",
      "\n",
      "Looking for default config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\..\\tinytroupe\\utils\\..\\config.ini\n",
      "Found custom config on: C:\\Users\\pdasilva\\repos\\TinyTroupe\\examples\\config.ini\n",
      "TinyTroupe version: 0.5.1\n",
      "Current date and time (local): 2025-07-26 13:03:22\n",
      "Current date and time (UTC):   2025-07-26 16:03:22\n",
      "\n",
      "=================================\n",
      "Current TinyTroupe configuration \n",
      "=================================\n",
      "[OpenAI]\n",
      "api_type = openai\n",
      "azure_api_version = 2024-08-01-preview\n",
      "model = gpt-4.1-mini\n",
      "reasoning_model = o3-mini\n",
      "embedding_model = text-embedding-3-small\n",
      "max_tokens = 32000\n",
      "temperature = 1.5\n",
      "freq_penalty = 0.1\n",
      "presence_penalty = 0.1\n",
      "timeout = 480\n",
      "max_attempts = 5\n",
      "waiting_time = 0\n",
      "exponential_backoff_factor = 5\n",
      "reasoning_effort = high\n",
      "cache_api_calls = False\n",
      "cache_file_name = openai_api_cache.pickle\n",
      "max_content_display_length = 1024\n",
      "azure_embedding_model_api_version = 2023-05-15\n",
      "\n",
      "[Simulation]\n",
      "parallel_agent_generation = True\n",
      "parallel_agent_actions = True\n",
      "rai_harmful_content_prevention = True\n",
      "rai_copyright_infringement_prevention = True\n",
      "\n",
      "[Cognition]\n",
      "enable_memory_consolidation = True\n",
      "min_episode_length = 15\n",
      "max_episode_length = 50\n",
      "episodic_memory_fixed_prefix_length = 10\n",
      "episodic_memory_lookback_length = 20\n",
      "\n",
      "[ActionGenerator]\n",
      "max_attempts = 2\n",
      "enable_quality_checks = False\n",
      "enable_regeneration = True\n",
      "enable_direct_correction = False\n",
      "enable_quality_check_for_persona_adherence = True\n",
      "enable_quality_check_for_selfconsistency = False\n",
      "enable_quality_check_for_fluency = False\n",
      "enable_quality_check_for_suitability = False\n",
      "enable_quality_check_for_similarity = False\n",
      "continue_on_failure = True\n",
      "quality_threshold = 5\n",
      "\n",
      "[Logging]\n",
      "loglevel = ERROR\n",
      "\n"
     ]
    }
   ],
   "source": [
    "import json\n",
    "import sys\n",
    "sys.path.insert(0, '..')\n",
    "\n",
    "import matplotlib.pyplot as plt\n",
    "\n",
    "import tinytroupe\n",
    "from tinytroupe.agent import TinyPerson\n",
    "from tinytroupe.environment import TinyWorld\n",
    "from tinytroupe.examples import create_lisa_the_data_scientist, create_oscar_the_architect\n",
    "from tinytroupe.factory import TinyPersonFactory\n",
    "\n",
    "from tinytroupe.extraction import ResultsExtractor"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "## Judging the best ad\n",
    "\n",
    "Consider the following ads, obtained from real Bing queries."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.108242Z",
     "iopub.status.busy": "2025-07-26T16:03:33.108242Z",
     "iopub.status.idle": "2025-07-26T16:03:33.132007Z",
     "shell.execute_reply": "2025-07-26T16:03:33.130946Z"
    }
   },
   "outputs": [],
   "source": [
    "# User search query: \"55 inches tv\"\n",
    "\n",
    "# Ad targeting tech enthusiasts\n",
    "tv_ad_1 =\\\n",
    "\"\"\"\n",
    "The Ultimate Gaming Experience - LG 4K Ultra HD TV\n",
    "https://www.lg.com/tv/oled\n",
    "AdExperience Next-Level Gaming with LG's 4K OLED TV. Unmatched Picture Quality and Ultra-Fast Response Time. Perfect for Gamers and Tech Enthusiasts.\n",
    "\n",
    "Infinite Contrast · Self-Lighting OLED · Dolby Vision™ IQ · ThinQ AI w/ Magic Remote\n",
    "\n",
    "Exclusive Gaming Features\n",
    "LG G2 97\" OLED evo TV\n",
    "Free Gaming Stand w/ Purchase\n",
    "World's No.1 OLED TV\n",
    "\"\"\"\n",
    "\n",
    "# Ad targeting families\n",
    "tv_ad_2 =\\\n",
    "\"\"\"\n",
    "The Perfect Family TV - Samsung 4K & 8K TVs\n",
    "https://www.samsung.com\n",
    "AdBring Your Family Together with Samsung's 4K & 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie Nights and Family Gatherings.\n",
    "\n",
    "Discover Samsung Event · Real Depth Enhancer · Anti-Reflection · 48 mo 0% APR Financing\n",
    "\n",
    "The 2023 OLED TV Is Here\n",
    "Samsung Neo QLED 4K TVs\n",
    "Samsung Financing\n",
    "Ranked #1 By The ACSI®\n",
    "\n",
    "Perfect for Family Movie Nights\n",
    "\"\"\"\n",
    "\n",
    "# Ad targeting budget-conscious shoppers\n",
    "tv_ad_3 =\\\n",
    "\"\"\"\n",
    "Affordable 55 Inch TV - Wayfair Deals\n",
    "Shop Now\n",
    "https://www.wayfair.com/furniture/free-shipping\n",
    "AdGet the Best Deals on 55 Inch TVs at Wayfair. High-Quality TVs at Budget-Friendly Prices. Free Shipping on All Orders Over $35.\n",
    "\n",
    "Affordable Prices · Great Deals · Free Shipping\n",
    "\"\"\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's build a request for our agents to pick the best ad."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.136088Z",
     "iopub.status.busy": "2025-07-26T16:03:33.136088Z",
     "iopub.status.idle": "2025-07-26T16:03:33.146622Z",
     "shell.execute_reply": "2025-07-26T16:03:33.146113Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "\n",
      "Can you evaluate these Bing ads for me? Which one convices you more to buy their particular offering? \n",
      "Select **ONLY** one. Please explain your reasoning, based on your financial situation, background and personality.\n",
      "\n",
      "# AD 1\n",
      "```\n",
      "\n",
      "The Ultimate Gaming Experience - LG 4K Ultra HD TV\n",
      "https://www.lg.com/tv/oled\n",
      "AdExperience Next-Level Gaming with LG's 4K OLED TV. Unmatched Picture Quality and Ultra-Fast Response Time. Perfect for Gamers and Tech Enthusiasts.\n",
      "\n",
      "Infinite Contrast · Self-Lighting OLED · Dolby Vision™ IQ · ThinQ AI w/ Magic Remote\n",
      "\n",
      "Exclusive Gaming Features\n",
      "LG G2 97\" OLED evo TV\n",
      "Free Gaming Stand w/ Purchase\n",
      "World's No.1 OLED TV\n",
      "\n",
      "```\n",
      "\n",
      "# AD 2\n",
      "```\n",
      "\n",
      "The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "https://www.samsung.com\n",
      "AdBring Your Family Together with Samsung's 4K & 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie Nights and Family Gatherings.\n",
      "\n",
      "Discover Samsung Event · Real Depth Enhancer · Anti-Reflection · 48 mo 0% APR Financing\n",
      "\n",
      "The 2023 OLED TV Is Here\n",
      "Samsung Neo QLED 4K TVs\n",
      "Samsung Financing\n",
      "Ranked #1 By The ACSI®\n",
      "\n",
      "Perfect for Family Movie Nights\n",
      "\n",
      "```\n",
      "\n",
      "# AD 3\n",
      "```\n",
      "\n",
      "Affordable 55 Inch TV - Wayfair Deals\n",
      "Shop Now\n",
      "https://www.wayfair.com/furniture/free-shipping\n",
      "AdGet the Best Deals on 55 Inch TVs at Wayfair. High-Quality TVs at Budget-Friendly Prices. Free Shipping on All Orders Over $35.\n",
      "\n",
      "Affordable Prices · Great Deals · Free Shipping\n",
      "\n",
      "```\n",
      "\n"
     ]
    }
   ],
   "source": [
    "eval_request_msg = \\\n",
    "f\"\"\"\n",
    "Can you evaluate these Bing ads for me? Which one convices you more to buy their particular offering? \n",
    "Select **ONLY** one. Please explain your reasoning, based on your financial situation, background and personality.\n",
    "\n",
    "# AD 1\n",
    "```\n",
    "{tv_ad_1}\n",
    "```\n",
    "\n",
    "# AD 2\n",
    "```\n",
    "{tv_ad_2}\n",
    "```\n",
    "\n",
    "# AD 3\n",
    "```\n",
    "{tv_ad_3}\n",
    "```\n",
    "\"\"\"\n",
    "\n",
    "print(eval_request_msg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's also have a reason for them to require a new TV."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.150635Z",
     "iopub.status.busy": "2025-07-26T16:03:33.150635Z",
     "iopub.status.idle": "2025-07-26T16:03:33.163628Z",
     "shell.execute_reply": "2025-07-26T16:03:33.161634Z"
    }
   },
   "outputs": [],
   "source": [
    "situation = \"Your TV broke and you need a new one. You search for a new TV on Bing.\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try with standard agents\n",
    "\n",
    "To begin with, let's pick a pre-defined agent and ask him or her to perform the evaluations. To make it easier to change the chosen agent, we assign it to a variable first."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.167672Z",
     "iopub.status.busy": "2025-07-26T16:03:33.167672Z",
     "iopub.status.idle": "2025-07-26T16:03:33.193630Z",
     "shell.execute_reply": "2025-07-26T16:03:33.192717Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{}"
      ]
     },
     "execution_count": 5,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "TinyPerson.all_agents"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.199722Z",
     "iopub.status.busy": "2025-07-26T16:03:33.198644Z",
     "iopub.status.idle": "2025-07-26T16:03:33.272150Z",
     "shell.execute_reply": "2025-07-26T16:03:33.271249Z"
    }
   },
   "outputs": [],
   "source": [
    "lisa = create_lisa_the_data_scientist()"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.276149Z",
     "iopub.status.busy": "2025-07-26T16:03:33.276149Z",
     "iopub.status.idle": "2025-07-26T16:03:33.288162Z",
     "shell.execute_reply": "2025-07-26T16:03:33.287237Z"
    }
   },
   "outputs": [],
   "source": [
    "lisa.change_context(situation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:33.292150Z",
     "iopub.status.busy": "2025-07-26T16:03:33.292150Z",
     "iopub.status.idle": "2025-07-26T16:03:49.993787Z",
     "shell.execute_reply": "2025-07-26T16:03:49.992435Z"
    }
   },
   "outputs": [
    {
     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering?  Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; financial situation, background and personality.  # AD 1 ```  The Ultimate Gaming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Experience - LG 4K Ultra HD TV </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.lg.com/tv/oled</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdExperience Next-Level Gaming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; with LG's 4K OLED TV. Unmatched Picture Quality and Ultra-Fast Response Time. Perfect</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; for Gamers and Tech Enthusiasts.  Infinite Contrast · Self-Lighting OLED · Dolby Vision™</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; IQ · ThinQ AI w/ Magic Remote  Exclusive Gaming Features LG G2 97\" OLED evo TV Free</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Gaming Stand w/ Purchase World's No.1 OLED TV  ```  # AD 2 ```  The Perfect Family TV -</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Samsung 4K &amp; 8K TVs </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.samsung.com</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdBring Your Family Together with Samsung's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; 4K &amp; 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Nights and Family Gatherings.  Discover Samsung Event · Real Depth Enhancer · Anti-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Reflection · 48 mo 0% APR Financing  The 2023 OLED TV Is Here Samsung Neo QLED 4K (...)</span>\n",
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       "\u001b[1;3;38;5;51m          > for Gamers and Tech Enthusiasts.  Infinite Contrast · Self-Lighting OLED · Dolby Vision™\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > IQ · ThinQ AI w/ Magic Remote  Exclusive Gaming Features LG G2 \u001b[0m\u001b[1;3;38;5;51m97\u001b[0m\u001b[1;3;38;5;51m\" OLED evo TV Free\u001b[0m\n",
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       "\u001b[1;3;38;5;51m          > Samsung 4K & 8K TVs \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.samsung.com\u001b[0m\u001b[1;3;38;5;51m AdBring Your Family Together with Samsung's\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > 4K & 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie\u001b[0m\n",
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Lisa Carter</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; background, and personality. Considering my role as a data scientist at</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Microsoft, I value technology and quality but also practicality. The first ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; promotes a high-end LG 4K OLED TV with advanced gaming features, which appeals to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; tech enthusiasts but might be expensive. The second ad targets families with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; Samsung TVs, emphasizing family-friendly features and financing options, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; could be practical but less exciting for me personally. The third ad offers</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair, focusing on budget and free shipping, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; is attractive financially but may lack the advanced features I appreciate. Given</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; my interest in AI and technology, and my moderate financial caution, I would be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; most convinced by the first ad because it aligns with my passion for high-quality</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; tech and gaming, despite the likely higher cost. The second ad is less aligned</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; with my personal interests, and the third ad is too budget-focused and lacks the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                 &gt; advan </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLisa Carter\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                 > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                 > background, and personality. Considering my role as a data scientist at\u001b[0m\n",
       "\u001b[32m                 > Microsoft, I value technology and quality but also practicality. The first ad\u001b[0m\n",
       "\u001b[32m                 > promotes a high-end LG 4K OLED TV with advanced gaming features, which appeals to\u001b[0m\n",
       "\u001b[32m                 > tech enthusiasts but might be expensive. The second ad targets families with\u001b[0m\n",
       "\u001b[32m                 > Samsung TVs, emphasizing family-friendly features and financing options, which\u001b[0m\n",
       "\u001b[32m                 > could be practical but less exciting for me personally. The third ad offers\u001b[0m\n",
       "\u001b[32m                 > affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair, focusing on budget and free shipping, which\u001b[0m\n",
       "\u001b[32m                 > is attractive financially but may lack the advanced features I appreciate. Given\u001b[0m\n",
       "\u001b[32m                 > my interest in AI and technology, and my moderate financial caution, I would be\u001b[0m\n",
       "\u001b[32m                 > most convinced by the first ad because it aligns with my passion for high-quality\u001b[0m\n",
       "\u001b[32m                 > tech and gaming, despite the likely higher cost. The second ad is less aligned\u001b[0m\n",
       "\u001b[32m                 > with my personal interests, and the third ad is too budget-focused and lacks the\u001b[0m\n",
       "\u001b[32m                 > advan \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
      ]
     },
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     "output_type": "display_data"
    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Lisa Carter</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; After considering the three ads, I find the first one for the LG 4K Ultra HD TV</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; most convincing. It appeals to my interest in advanced technology and gaming,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; which aligns well with my background and personal preferences. Although it might</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; be pricier, the features like self-lighting OLED and ultra-fast response time</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; justify the investment for me. The second ad seems more family-oriented, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; doesn't resonate as much with my lifestyle, and the third ad, while budget-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; friendly, lacks the advanced features I value. So, I'd choose the LG TV based on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                 &gt; quality and tech appeal.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLisa Carter\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                 > After considering the three ads, I find the first one for the LG 4K Ultra HD TV\u001b[0m\n",
       "\u001b[1;38;5;40m                 > most convincing. It appeals to my interest in advanced technology and gaming,\u001b[0m\n",
       "\u001b[1;38;5;40m                 > which aligns well with my background and personal preferences. Although it might\u001b[0m\n",
       "\u001b[1;38;5;40m                 > be pricier, the features like self-lighting OLED and ultra-fast response time\u001b[0m\n",
       "\u001b[1;38;5;40m                 > justify the investment for me. The second ad seems more family-oriented, which\u001b[0m\n",
       "\u001b[1;38;5;40m                 > doesn't resonate as much with my lifestyle, and the third ad, while budget-\u001b[0m\n",
       "\u001b[1;38;5;40m                 > friendly, lacks the advanced features I value. So, I'd choose the LG TV based on\u001b[0m\n",
       "\u001b[1;38;5;40m                 > quality and tech appeal.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Lisa Carter</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLisa Carter\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "lisa.listen_and_act(eval_request_msg)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Let's extract from the agent's interaction the best ad chosen. In this manner, we can easily process results later."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 9,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:49.997799Z",
     "iopub.status.busy": "2025-07-26T16:03:49.997799Z",
     "iopub.status.idle": "2025-07-26T16:03:51.731033Z",
     "shell.execute_reply": "2025-07-26T16:03:51.728153Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 1, \"ad_title\": \"The Ultimate Gaming Experience - LG 4K Ultra HD TV\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "data": {
      "text/plain": [
       "{'ad_number': 1,\n",
       " 'ad_title': 'The Ultimate Gaming Experience - LG 4K Ultra HD TV'}"
      ]
     },
     "execution_count": 9,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "extractor = ResultsExtractor()\n",
    "\n",
    "extraction_objective=\"Find the ad the agent chose. Extract the Ad number and title.\"\n",
    "\n",
    "res = extractor.extract_results_from_agent(lisa, \n",
    "                          extraction_objective=extraction_objective,\n",
    "                          situation=situation,\n",
    "                          fields=[\"ad_number\", \"ad_title\"],\n",
    "                          verbose=True)\n",
    "\n",
    "res"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "We can then easily get the ad number and title from the results:"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 10,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:51.739038Z",
     "iopub.status.busy": "2025-07-26T16:03:51.739038Z",
     "iopub.status.idle": "2025-07-26T16:03:51.761039Z",
     "shell.execute_reply": "2025-07-26T16:03:51.759153Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "'1: The Ultimate Gaming Experience - LG 4K Ultra HD TV'"
      ]
     },
     "execution_count": 10,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "f\"{res['ad_number']}: {res['ad_title']}\""
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "### Try with agents generated on the fly too\n",
    "\n",
    "We don't really need to spend a lot of time customizing agents. We can create them on the fly from simple descriptions."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 11,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:51.770038Z",
     "iopub.status.busy": "2025-07-26T16:03:51.770038Z",
     "iopub.status.idle": "2025-07-26T16:03:51.791309Z",
     "shell.execute_reply": "2025-07-26T16:03:51.790406Z"
    }
   },
   "outputs": [],
   "source": [
    "population_size = 30"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 12,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:51.797868Z",
     "iopub.status.busy": "2025-07-26T16:03:51.796863Z",
     "iopub.status.idle": "2025-07-26T16:03:51.806858Z",
     "shell.execute_reply": "2025-07-26T16:03:51.805947Z"
    }
   },
   "outputs": [],
   "source": [
    "factory = TinyPersonFactory.create_factory_from_demography(\"./information/populations/usa.json\", \n",
    "                                                           population_size=population_size,\n",
    "                                                           context=situation)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 13,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:03:51.811857Z",
     "iopub.status.busy": "2025-07-26T16:03:51.810857Z",
     "iopub.status.idle": "2025-07-26T16:08:07.801266Z",
     "shell.execute_reply": "2025-07-26T16:08:07.799911Z"
    }
   },
   "outputs": [
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-07-26 13:07:36,039 - tinytroupe - ERROR - Could not generate person 30/30. Continuing with the remaining ones.\n"
     ]
    },
    {
     "name": "stderr",
     "output_type": "stream",
     "text": [
      "2025-07-26 13:07:36,041 - tinytroupe - ERROR - Could not generate person 28/30. Continuing with the remaining ones.\n"
     ]
    }
   ],
   "source": [
    "people = factory.generate_people(population_size, verbose=True)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 14,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:08:07.873251Z",
     "iopub.status.busy": "2025-07-26T16:08:07.872250Z",
     "iopub.status.idle": "2025-07-26T16:09:00.500917Z",
     "shell.execute_reply": "2025-07-26T16:09:00.498908Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">USER</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Harper Langston-Wells</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">: [CONVERSATION] </span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt;  Can you evaluate these Bing ads for me? Which one convices you more to buy their</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; particular offering?  Select **ONLY** one. Please explain your reasoning, based on your</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; financial situation, background and personality.  # AD 1 ```  The Ultimate Gaming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Experience - LG 4K Ultra HD TV </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.lg.com/tv/oled</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdExperience Next-Level Gaming</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; with LG's 4K OLED TV. Unmatched Picture Quality and Ultra-Fast Response Time. Perfect</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; for Gamers and Tech Enthusiasts.  Infinite Contrast · Self-Lighting OLED · Dolby Vision™</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; IQ · ThinQ AI w/ Magic Remote  Exclusive Gaming Features LG G2 97\" OLED evo TV Free</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Gaming Stand w/ Purchase World's No.1 OLED TV  ```  # AD 2 ```  The Perfect Family TV -</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Samsung 4K &amp; 8K TVs </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">https://www.samsung.com</span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\"> AdBring Your Family Together with Samsung's</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; 4K &amp; 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Nights and Family Gatherings.  Discover Samsung Event · Real Depth Enhancer · Anti-</span>\n",
       "<span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">          &gt; Reflection · 48 mo 0% APR Financing  The 2023 OLED TV Is Here Samsung Neo QLED 4K (...)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;3;4;38;5;51mUSER\u001b[0m\u001b[1;3;38;5;51m --> \u001b[0m\u001b[1;3;4;38;5;51mHarper Langston-Wells\u001b[0m\u001b[1;3;38;5;51m: \u001b[0m\u001b[1;3;38;5;51m[\u001b[0m\u001b[1;3;38;5;51mCONVERSATION\u001b[0m\u001b[1;3;38;5;51m]\u001b[0m\u001b[1;3;38;5;51m \u001b[0m\n",
       "\u001b[1;3;38;5;51m          >  Can you evaluate these Bing ads for me? Which one convices you more to buy their\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > particular offering?  Select **ONLY** one. Please explain your reasoning, based on your\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > financial situation, background and personality.  # AD \u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m ```  The Ultimate Gaming\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Experience - LG 4K Ultra HD TV \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.lg.com/tv/oled\u001b[0m\u001b[1;3;38;5;51m AdExperience Next-Level Gaming\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > with LG's 4K OLED TV. Unmatched Picture Quality and Ultra-Fast Response Time. Perfect\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > for Gamers and Tech Enthusiasts.  Infinite Contrast · Self-Lighting OLED · Dolby Vision™\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > IQ · ThinQ AI w/ Magic Remote  Exclusive Gaming Features LG G2 \u001b[0m\u001b[1;3;38;5;51m97\u001b[0m\u001b[1;3;38;5;51m\" OLED evo TV Free\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Gaming Stand w/ Purchase World's No.\u001b[0m\u001b[1;3;38;5;51m1\u001b[0m\u001b[1;3;38;5;51m OLED TV  ```  # AD \u001b[0m\u001b[1;3;38;5;51m2\u001b[0m\u001b[1;3;38;5;51m ```  The Perfect Family TV -\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Samsung 4K & 8K TVs \u001b[0m\u001b[1;3;4;38;5;51mhttps://www.samsung.com\u001b[0m\u001b[1;3;38;5;51m AdBring Your Family Together with Samsung's\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > 4K & 8K TVs. Stunning Picture Quality and Family-Friendly Features. Ideal for Movie\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Nights and Family Gatherings.  Discover Samsung Event · Real Depth Enhancer · Anti-\u001b[0m\n",
       "\u001b[1;3;38;5;51m          > Reflection · \u001b[0m\u001b[1;3;38;5;51m48\u001b[0m\u001b[1;3;38;5;51m mo \u001b[0m\u001b[1;3;38;5;51m0\u001b[0m\u001b[1;3;38;5;51m% APR Financing  The \u001b[0m\u001b[1;3;38;5;51m2023\u001b[0m\u001b[1;3;38;5;51m OLED TV Is Here Samsung Neo QLED 4K \u001b[0m\u001b[1;3;38;5;51m(\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Delaney Prescott</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mDelaney Prescott\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; </span><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic; text-decoration: underline\">Reagan Calloway</span>\n",
       "</pre>\n"
      ],
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       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;4;38;5;51mReagan Calloway\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ffff; text-decoration-color: #00ffff; font-weight: bold; font-style: italic\">       + --&gt; ...others...</span>\n",
       "</pre>\n"
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       "\u001b[1;3;38;5;51m       + --> \u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\u001b[1;3;38;5;51mothers\u001b[0m\u001b[1;3;38;5;51m...\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00ff00; text-decoration-color: #00ff00\">─────────────────────────────────────────── </span>Target audience step <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span> of <span style=\"color: #008080; text-decoration-color: #008080; font-weight: bold\">1</span><span style=\"color: #00ff00; text-decoration-color: #00ff00\"> ───────────────────────────────────────────</span>\n",
       "</pre>\n"
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       "\u001b[92m─────────────────────────────────────────── \u001b[0mTarget audience step \u001b[1;36m1\u001b[0m of \u001b[1;36m1\u001b[0m\u001b[92m ───────────────────────────────────────────\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Harper Langston-Wells</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; I'm considering the three ads for TVs. Given my financial situation and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; anxiety about unexpected expenses, I need something affordable and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; reliable. The first ad is for a high-end gaming TV, which sounds</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; expensive and more than I need. The second ad is for family TVs with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; financing options, but </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">48</span><span style=\"color: #008000; text-decoration-color: #008000\"> months of payments might be stressful. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs with free shipping, which fits</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; better with my budget and preference for simple, user-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; technology. I think the third ad convinces me more because it aligns</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                           &gt; with my financial caution and need for affordability.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mHarper Langston-Wells\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                           > I'm considering the three ads for TVs. Given my financial situation and\u001b[0m\n",
       "\u001b[32m                           > anxiety about unexpected expenses, I need something affordable and\u001b[0m\n",
       "\u001b[32m                           > reliable. The first ad is for a high-end gaming TV, which sounds\u001b[0m\n",
       "\u001b[32m                           > expensive and more than I need. The second ad is for family TVs with\u001b[0m\n",
       "\u001b[32m                           > financing options, but \u001b[0m\u001b[1;32m48\u001b[0m\u001b[32m months of payments might be stressful. The\u001b[0m\n",
       "\u001b[32m                           > third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs with free shipping, which fits\u001b[0m\n",
       "\u001b[32m                           > better with my budget and preference for simple, user-friendly\u001b[0m\n",
       "\u001b[32m                           > technology. I think the third ad convinces me more because it aligns\u001b[0m\n",
       "\u001b[32m                           > with my financial caution and need for affordability.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Ainsley Fairchild</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; Considering my financial situation and personality, I need to be cautious</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; about spending due to inflation pressures and personal debt. I value</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; affordable yet reliable electronics and dislike overpriced products with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; poor customer support. The first ad is for a high-end LG gaming TV, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; is likely expensive and targeted at gamers, not my priority. The second ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; is for Samsung family TVs with financing options, which might be more</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; practical but still possibly pricey. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; TVs with free shipping, which aligns better with my preference for budget-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; friendly purchases and good deals. Given my cautious optimism and pragmatic</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; nature, the third ad convinces me more because it fits my financial goals</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                       &gt; and preference for affordability without sacrificing quality too much.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mAinsley Fairchild\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                       > Considering my financial situation and personality, I need to be cautious\u001b[0m\n",
       "\u001b[32m                       > about spending due to inflation pressures and personal debt. I value\u001b[0m\n",
       "\u001b[32m                       > affordable yet reliable electronics and dislike overpriced products with\u001b[0m\n",
       "\u001b[32m                       > poor customer support. The first ad is for a high-end LG gaming TV, which\u001b[0m\n",
       "\u001b[32m                       > is likely expensive and targeted at gamers, not my priority. The second ad\u001b[0m\n",
       "\u001b[32m                       > is for Samsung family TVs with financing options, which might be more\u001b[0m\n",
       "\u001b[32m                       > practical but still possibly pricey. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch\u001b[0m\n",
       "\u001b[32m                       > TVs with free shipping, which aligns better with my preference for budget-\u001b[0m\n",
       "\u001b[32m                       > friendly purchases and good deals. Given my cautious optimism and pragmatic\u001b[0m\n",
       "\u001b[32m                       > nature, the third ad convinces me more because it fits my financial goals\u001b[0m\n",
       "\u001b[32m                       > and preference for affordability without sacrificing quality too much.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Cameron Delgado-Rivers</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; I need to think about which ad convinces me more based on my financial</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; situation, background, and personality. I'm </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">12</span><span style=\"color: #008000; text-decoration-color: #008000\"> years old, a student,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; and my family recently moved to a more affordable apartment to save</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; money. We are careful with spending. I like technology and video</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; games, but expensive things might be hard to afford. The first ad is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; for a very fancy LG gaming TV, which sounds cool but probably</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; expensive. The second ad is for Samsung TVs that are family-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; and have financing options, which might be more practical. The third</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; ad is for affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs with free shipping, which fits better</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; with our budget. Considering my family's financial constraints and my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; interest in budget-friendly options, the third ad seems the most</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; convincing because it offers good deals and affordability. I also like</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; that it has free shipping, which saves money. So, I think Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">3</span><span style=\"color: #008000; text-decoration-color: #008000\"> is the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; best choice for me and my family.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mCameron Delgado-Rivers\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                            > I need to think about which ad convinces me more based on my financial\u001b[0m\n",
       "\u001b[32m                            > situation, background, and personality. I'm \u001b[0m\u001b[1;32m12\u001b[0m\u001b[32m years old, a student,\u001b[0m\n",
       "\u001b[32m                            > and my family recently moved to a more affordable apartment to save\u001b[0m\n",
       "\u001b[32m                            > money. We are careful with spending. I like technology and video\u001b[0m\n",
       "\u001b[32m                            > games, but expensive things might be hard to afford. The first ad is\u001b[0m\n",
       "\u001b[32m                            > for a very fancy LG gaming TV, which sounds cool but probably\u001b[0m\n",
       "\u001b[32m                            > expensive. The second ad is for Samsung TVs that are family-friendly\u001b[0m\n",
       "\u001b[32m                            > and have financing options, which might be more practical. The third\u001b[0m\n",
       "\u001b[32m                            > ad is for affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs with free shipping, which fits better\u001b[0m\n",
       "\u001b[32m                            > with our budget. Considering my family's financial constraints and my\u001b[0m\n",
       "\u001b[32m                            > interest in budget-friendly options, the third ad seems the most\u001b[0m\n",
       "\u001b[32m                            > convincing because it offers good deals and affordability. I also like\u001b[0m\n",
       "\u001b[32m                            > that it has free shipping, which saves money. So, I think Ad \u001b[0m\u001b[1;32m3\u001b[0m\u001b[32m is the\u001b[0m\n",
       "\u001b[32m                            > best choice for me and my family.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Linden Ashford</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Considering my financial situation as a retired man cautious about spending,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; my background in mechanical work, and my personality that values practicality</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; and simplicity, I need to evaluate these ads carefully. The first ad is for a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; high-end LG gaming TV with advanced features, but it seems too flashy and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; expensive for my needs. The second ad is for Samsung TVs aimed at family use,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with financing options, which might be more practical but still seems a bit</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; much for me. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs with free shipping,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; which aligns better with my preference for budget-friendly, reliable products</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; without complicated features. Given my cautious nature and preference for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; simplicity, the third ad convinces me more because it promises affordability</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; and straightforward purchasing without unnecessary extras or hype.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mLinden Ashford\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Considering my financial situation as a retired man cautious about spending,\u001b[0m\n",
       "\u001b[32m                    > my background in mechanical work, and my personality that values practicality\u001b[0m\n",
       "\u001b[32m                    > and simplicity, I need to evaluate these ads carefully. The first ad is for a\u001b[0m\n",
       "\u001b[32m                    > high-end LG gaming TV with advanced features, but it seems too flashy and\u001b[0m\n",
       "\u001b[32m                    > expensive for my needs. The second ad is for Samsung TVs aimed at family use,\u001b[0m\n",
       "\u001b[32m                    > with financing options, which might be more practical but still seems a bit\u001b[0m\n",
       "\u001b[32m                    > much for me. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs with free shipping,\u001b[0m\n",
       "\u001b[32m                    > which aligns better with my preference for budget-friendly, reliable products\u001b[0m\n",
       "\u001b[32m                    > without complicated features. Given my cautious nature and preference for\u001b[0m\n",
       "\u001b[32m                    > simplicity, the third ad convinces me more because it promises affordability\u001b[0m\n",
       "\u001b[32m                    > and straightforward purchasing without unnecessary extras or hype.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Reagan Calloway</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; background, and personality. I am detail-oriented, cautious about spending,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; and prefer quality products with good customer support. I value energy</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; efficiency and clear return policies. The first ad is for a high-end LG 4K</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; OLED TV focused on gaming, which is appealing but likely expensive. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; second ad is for Samsung 4K &amp; 8K TVs emphasizing family use and financing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; options, which might be more practical for my family needs. The third ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair, focusing on budget-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; prices and free shipping, which aligns with financial prudence but may lack</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; the quality and features I prefer. Considering my preference for quality,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; reliability, and family use, the Samsung ad convinces me more because it</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; balances quality with family-friendly features and financing options that</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; could help manage costs.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mReagan Calloway\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                     > background, and personality. I am detail-oriented, cautious about spending,\u001b[0m\n",
       "\u001b[32m                     > and prefer quality products with good customer support. I value energy\u001b[0m\n",
       "\u001b[32m                     > efficiency and clear return policies. The first ad is for a high-end LG 4K\u001b[0m\n",
       "\u001b[32m                     > OLED TV focused on gaming, which is appealing but likely expensive. The\u001b[0m\n",
       "\u001b[32m                     > second ad is for Samsung 4K & 8K TVs emphasizing family use and financing\u001b[0m\n",
       "\u001b[32m                     > options, which might be more practical for my family needs. The third ad\u001b[0m\n",
       "\u001b[32m                     > offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair, focusing on budget-friendly\u001b[0m\n",
       "\u001b[32m                     > prices and free shipping, which aligns with financial prudence but may lack\u001b[0m\n",
       "\u001b[32m                     > the quality and features I prefer. Considering my preference for quality,\u001b[0m\n",
       "\u001b[32m                     > reliability, and family use, the Samsung ad convinces me more because it\u001b[0m\n",
       "\u001b[32m                     > balances quality with family-friendly features and financing options that\u001b[0m\n",
       "\u001b[32m                     > could help manage costs.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Mabel Thorne</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; I need to consider these ads carefully, thinking about my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; background, and personality. I'm on a limited Social Security income, so</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; expensive TVs with fancy features are not really for me. I prefer simple,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; affordable, and reliable products. The first ad is for a high-end gaming TV with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; lots of tech features I don't understand or need. The second ad is for a family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; TV with financing options, but I don't have a big family gathering often and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; financing sounds complicated and risky. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; TVs with free shipping, which sounds more in line with my cautious spending and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; preference for simplicity. I distrust online shopping a bit, but Wayfair is a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; known store and free shipping is a plus. Overall, the third ad convinces me more</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; because it fits my budget and practical needs better than the flashy or</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; complicated options in the other ads.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMabel Thorne\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > I need to consider these ads carefully, thinking about my financial situation,\u001b[0m\n",
       "\u001b[32m                  > background, and personality. I'm on a limited Social Security income, so\u001b[0m\n",
       "\u001b[32m                  > expensive TVs with fancy features are not really for me. I prefer simple,\u001b[0m\n",
       "\u001b[32m                  > affordable, and reliable products. The first ad is for a high-end gaming TV with\u001b[0m\n",
       "\u001b[32m                  > lots of tech features I don't understand or need. The second ad is for a family\u001b[0m\n",
       "\u001b[32m                  > TV with financing options, but I don't have a big family gathering often and\u001b[0m\n",
       "\u001b[32m                  > financing sounds complicated and risky. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch\u001b[0m\n",
       "\u001b[32m                  > TVs with free shipping, which sounds more in line with my cautious spending and\u001b[0m\n",
       "\u001b[32m                  > preference for simplicity. I distrust online shopping a bit, but Wayfair is a\u001b[0m\n",
       "\u001b[32m                  > known store and free shipping is a plus. Overall, the third ad convinces me more\u001b[0m\n",
       "\u001b[32m                  > because it fits my budget and practical needs better than the flashy or\u001b[0m\n",
       "\u001b[32m                  > complicated options in the other ads.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Sage Whitfield</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I'm considering the three ads for TVs. Given my financial situation as a young</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; professional with budget constraints, I need to be cautious about spending.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; The first ad is for a high-end LG 4K OLED TV with gaming features, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; sounds amazing but likely expensive. The second ad is for Samsung TVs,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; emphasizing family use and financing options, which might be more affordable</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; but still premium. The third ad is for affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; focusing on budget-friendly prices and free shipping. Since I prioritize</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; quality but also have to be mindful of costs, and I like tech but can't</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; splurge too much, the third ad seems most convincing because it fits my budget</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; constraints and offers good value. Also, I sometimes get overwhelmed by too</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; many features and prefer straightforward deals. So, I'll choose the third ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; as the most convincing.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mSage Whitfield\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I'm considering the three ads for TVs. Given my financial situation as a young\u001b[0m\n",
       "\u001b[32m                    > professional with budget constraints, I need to be cautious about spending.\u001b[0m\n",
       "\u001b[32m                    > The first ad is for a high-end LG 4K OLED TV with gaming features, which\u001b[0m\n",
       "\u001b[32m                    > sounds amazing but likely expensive. The second ad is for Samsung TVs,\u001b[0m\n",
       "\u001b[32m                    > emphasizing family use and financing options, which might be more affordable\u001b[0m\n",
       "\u001b[32m                    > but still premium. The third ad is for affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair,\u001b[0m\n",
       "\u001b[32m                    > focusing on budget-friendly prices and free shipping. Since I prioritize\u001b[0m\n",
       "\u001b[32m                    > quality but also have to be mindful of costs, and I like tech but can't\u001b[0m\n",
       "\u001b[32m                    > splurge too much, the third ad seems most convincing because it fits my budget\u001b[0m\n",
       "\u001b[32m                    > constraints and offers good value. Also, I sometimes get overwhelmed by too\u001b[0m\n",
       "\u001b[32m                    > many features and prefer straightforward deals. So, I'll choose the third ad\u001b[0m\n",
       "\u001b[32m                    > as the most convincing.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Quinn Ashford-Merriman</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; background, and personality. I am cautious with spending, prefer</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; quality over quantity, and value financial prudence. The first ad is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; for a high-end LG 4K OLED TV aimed at gamers and tech enthusiasts,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; which might be expensive and more than I need. The second ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; Samsung 4K &amp; 8K TVs, emphasizing family use and financing options,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; which could be appealing for a family setting but might still be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; costly. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; free shipping, which aligns with my preference for budget-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; purchases and avoiding unnecessary spending. Considering my cautious</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; financial habits and preference for practical purchases, the third ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; convinces me more because it offers good deals at affordable prices</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; without flashy features that I dislike.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mQuinn Ashford-Merriman\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                            > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                            > background, and personality. I am cautious with spending, prefer\u001b[0m\n",
       "\u001b[32m                            > quality over quantity, and value financial prudence. The first ad is\u001b[0m\n",
       "\u001b[32m                            > for a high-end LG 4K OLED TV aimed at gamers and tech enthusiasts,\u001b[0m\n",
       "\u001b[32m                            > which might be expensive and more than I need. The second ad is for\u001b[0m\n",
       "\u001b[32m                            > Samsung 4K & 8K TVs, emphasizing family use and financing options,\u001b[0m\n",
       "\u001b[32m                            > which could be appealing for a family setting but might still be\u001b[0m\n",
       "\u001b[32m                            > costly. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair with\u001b[0m\n",
       "\u001b[32m                            > free shipping, which aligns with my preference for budget-friendly\u001b[0m\n",
       "\u001b[32m                            > purchases and avoiding unnecessary spending. Considering my cautious\u001b[0m\n",
       "\u001b[32m                            > financial habits and preference for practical purchases, the third ad\u001b[0m\n",
       "\u001b[32m                            > convinces me more because it offers good deals at affordable prices\u001b[0m\n",
       "\u001b[32m                            > without flashy features that I dislike.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Blake Merriweather</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; Alright, I gotta pick one ad that convinces me the most to buy their</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; offering. Considering my background as an IT support specialist and a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; gamer, plus my financial situation where I tend to procrastinate on buying</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; new tech until the current gear is unusable, I need to weigh the value and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; features carefully. The LG ad highlights a high-end 4K OLED TV with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; exclusive gaming features and a free gaming stand, which sounds perfect</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; for my gaming setup and streaming hobby. The Samsung ad focuses more on</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; family-friendly features and financing options, which is less relevant to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; me since I live alone and prioritize gaming and tech quality. The Wayfair</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs with free shipping, which is tempting</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; price-wise but might lack the advanced features I want. Given my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; preference for quality and gaming-specific features, even if it means</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; spending more, the LG ad convinces me more because it aligns with my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; interests and long-term goals of having a comfortable gaming setup.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                        &gt; However, I do have to be mindful </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mBlake Merriweather\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                        > Alright, I gotta pick one ad that convinces me the most to buy their\u001b[0m\n",
       "\u001b[32m                        > offering. Considering my background as an IT support specialist and a\u001b[0m\n",
       "\u001b[32m                        > gamer, plus my financial situation where I tend to procrastinate on buying\u001b[0m\n",
       "\u001b[32m                        > new tech until the current gear is unusable, I need to weigh the value and\u001b[0m\n",
       "\u001b[32m                        > features carefully. The LG ad highlights a high-end 4K OLED TV with\u001b[0m\n",
       "\u001b[32m                        > exclusive gaming features and a free gaming stand, which sounds perfect\u001b[0m\n",
       "\u001b[32m                        > for my gaming setup and streaming hobby. The Samsung ad focuses more on\u001b[0m\n",
       "\u001b[32m                        > family-friendly features and financing options, which is less relevant to\u001b[0m\n",
       "\u001b[32m                        > me since I live alone and prioritize gaming and tech quality. The Wayfair\u001b[0m\n",
       "\u001b[32m                        > ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs with free shipping, which is tempting\u001b[0m\n",
       "\u001b[32m                        > price-wise but might lack the advanced features I want. Given my\u001b[0m\n",
       "\u001b[32m                        > preference for quality and gaming-specific features, even if it means\u001b[0m\n",
       "\u001b[32m                        > spending more, the LG ad convinces me more because it aligns with my\u001b[0m\n",
       "\u001b[32m                        > interests and long-term goals of having a comfortable gaming setup.\u001b[0m\n",
       "\u001b[32m                        > However, I do have to be mindful \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Delaney Prescott</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; background, and personality. Given my cautious approach to spending due to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; inflation worries and preference for affordable but quality electronics, I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; should consider price, features, and value. The first ad is for a high-end</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; LG 4K OLED TV with gaming features, likely expensive. The second ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; Samsung 4K &amp; 8K TVs with family-friendly features and financing options,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; which might be more flexible. The third ad is for an affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TV</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; from Wayfair, emphasizing budget-friendly prices and free shipping.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; Considering my cautious spending and preference for quality but</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; affordability, the third ad appeals most because it highlights affordability</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; and free shipping, which aligns with my financial caution. The first ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; seems too premium and possibly costly, while the second offers financing but</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; doesn't emphasize affordability as much as the third. Therefore, I am more</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; convinced by the third ad.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mDelaney Prescott\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                      > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                      > background, and personality. Given my cautious approach to spending due to\u001b[0m\n",
       "\u001b[32m                      > inflation worries and preference for affordable but quality electronics, I\u001b[0m\n",
       "\u001b[32m                      > should consider price, features, and value. The first ad is for a high-end\u001b[0m\n",
       "\u001b[32m                      > LG 4K OLED TV with gaming features, likely expensive. The second ad is for\u001b[0m\n",
       "\u001b[32m                      > Samsung 4K & 8K TVs with family-friendly features and financing options,\u001b[0m\n",
       "\u001b[32m                      > which might be more flexible. The third ad is for an affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TV\u001b[0m\n",
       "\u001b[32m                      > from Wayfair, emphasizing budget-friendly prices and free shipping.\u001b[0m\n",
       "\u001b[32m                      > Considering my cautious spending and preference for quality but\u001b[0m\n",
       "\u001b[32m                      > affordability, the third ad appeals most because it highlights affordability\u001b[0m\n",
       "\u001b[32m                      > and free shipping, which aligns with my financial caution. The first ad\u001b[0m\n",
       "\u001b[32m                      > seems too premium and possibly costly, while the second offers financing but\u001b[0m\n",
       "\u001b[32m                      > doesn't emphasize affordability as much as the third. Therefore, I am more\u001b[0m\n",
       "\u001b[32m                      > convinced by the third ad.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Eleanor Winslow</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; Considering my financial situation as a retired library assistant with a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; cautious approach to spending, I must weigh the practicality and necessity of</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; these TV ads. The first ad is for a high-end gaming TV, which does not align</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; with my interests or needs, as I do not engage in gaming or require ultra-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; fast response times. The second ad promotes a family TV with features for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; movie nights and family gatherings, which is more appealing but still seems</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; oriented towards a larger household and possibly more expensive technology.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs with free shipping, which aligns</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; better with my preference for simplicity, practicality, and budget-conscious</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; purchases. Given my personality traits of being cautious, valuing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; reliability, and avoiding flashy or complicated technology, the third ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; convinces me more to consider buying because it promises affordability and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; straightforward value without unnecessary features.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEleanor Winslow\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > Considering my financial situation as a retired library assistant with a\u001b[0m\n",
       "\u001b[32m                     > cautious approach to spending, I must weigh the practicality and necessity of\u001b[0m\n",
       "\u001b[32m                     > these TV ads. The first ad is for a high-end gaming TV, which does not align\u001b[0m\n",
       "\u001b[32m                     > with my interests or needs, as I do not engage in gaming or require ultra-\u001b[0m\n",
       "\u001b[32m                     > fast response times. The second ad promotes a family TV with features for\u001b[0m\n",
       "\u001b[32m                     > movie nights and family gatherings, which is more appealing but still seems\u001b[0m\n",
       "\u001b[32m                     > oriented towards a larger household and possibly more expensive technology.\u001b[0m\n",
       "\u001b[32m                     > The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs with free shipping, which aligns\u001b[0m\n",
       "\u001b[32m                     > better with my preference for simplicity, practicality, and budget-conscious\u001b[0m\n",
       "\u001b[32m                     > purchases. Given my personality traits of being cautious, valuing\u001b[0m\n",
       "\u001b[32m                     > reliability, and avoiding flashy or complicated technology, the third ad\u001b[0m\n",
       "\u001b[32m                     > convinces me more to consider buying because it promises affordability and\u001b[0m\n",
       "\u001b[32m                     > straightforward value without unnecessary features.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emerson Caldwell-Riggs</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; background, and personality. Given my role as a healthcare financial</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; manager, I am analytical and cautious about spending. I value quality</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; and durability but dislike complicated setups and poor customer</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; support. The first ad promotes a high-end LG 4K OLED TV with advanced</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; gaming features, which appeals to tech enthusiasts but might be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; expensive. The second ad is for Samsung 4K &amp; 8K TVs, emphasizing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; family-friendly features and financing options, which aligns with my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; family-oriented values and preference for balanced, nutritious meals</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; and spending time with family. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; TVs from Wayfair, focusing on budget-friendly prices and free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; shipping, which might appeal to cost-conscious buyers but may lack the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; quality and features I prefer. Considering my preference for quality,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; user-friendly interfaces, and involving my spouse in major purchase</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; decisions, the Samsung ad convinces me more because it balances</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                            &gt; quality, </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmerson Caldwell-Riggs\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                            > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                            > background, and personality. Given my role as a healthcare financial\u001b[0m\n",
       "\u001b[32m                            > manager, I am analytical and cautious about spending. I value quality\u001b[0m\n",
       "\u001b[32m                            > and durability but dislike complicated setups and poor customer\u001b[0m\n",
       "\u001b[32m                            > support. The first ad promotes a high-end LG 4K OLED TV with advanced\u001b[0m\n",
       "\u001b[32m                            > gaming features, which appeals to tech enthusiasts but might be\u001b[0m\n",
       "\u001b[32m                            > expensive. The second ad is for Samsung 4K & 8K TVs, emphasizing\u001b[0m\n",
       "\u001b[32m                            > family-friendly features and financing options, which aligns with my\u001b[0m\n",
       "\u001b[32m                            > family-oriented values and preference for balanced, nutritious meals\u001b[0m\n",
       "\u001b[32m                            > and spending time with family. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch\u001b[0m\n",
       "\u001b[32m                            > TVs from Wayfair, focusing on budget-friendly prices and free\u001b[0m\n",
       "\u001b[32m                            > shipping, which might appeal to cost-conscious buyers but may lack the\u001b[0m\n",
       "\u001b[32m                            > quality and features I prefer. Considering my preference for quality,\u001b[0m\n",
       "\u001b[32m                            > user-friendly interfaces, and involving my spouse in major purchase\u001b[0m\n",
       "\u001b[32m                            > decisions, the Samsung ad convinces me more because it balances\u001b[0m\n",
       "\u001b[32m                            > quality, \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Harper Langston-Wells</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; Um, I think the third ad from Wayfair is the one that convinces me the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; most. It's about affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> inch TVs with free shipping, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; sounds more like something I could actually afford without stressing</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; too much. The other ones seem kinda fancy or have long financing plans,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; and that just makes me nervous about money and payments. So yeah, the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                           &gt; third one feels safer and more realistic for me.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mHarper Langston-Wells\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                           > Um, I think the third ad from Wayfair is the one that convinces me the\u001b[0m\n",
       "\u001b[1;38;5;40m                           > most. It's about affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m inch TVs with free shipping, which\u001b[0m\n",
       "\u001b[1;38;5;40m                           > sounds more like something I could actually afford without stressing\u001b[0m\n",
       "\u001b[1;38;5;40m                           > too much. The other ones seem kinda fancy or have long financing plans,\u001b[0m\n",
       "\u001b[1;38;5;40m                           > and that just makes me nervous about money and payments. So yeah, the\u001b[0m\n",
       "\u001b[1;38;5;40m                           > third one feels safer and more realistic for me.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Cameron Delgado-Rivers</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; I think the third ad from Wayfair convinces me the most. It's about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> inch TVs with good deals and free shipping, which sounds</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; better for my family's budget. We recently moved to a cheaper place,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; so we gotta be careful with money. Even though I like gaming and cool</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; tech, the expensive LG TV is probably too much for us right now. The</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; Samsung one sounds nice for family stuff, but the financing might</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; still be tricky. So yeah, the Wayfair deal feels like the smartest</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; choice for us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mCameron Delgado-Rivers\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                            > I think the third ad from Wayfair convinces me the most. It's about\u001b[0m\n",
       "\u001b[1;38;5;40m                            > affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m inch TVs with good deals and free shipping, which sounds\u001b[0m\n",
       "\u001b[1;38;5;40m                            > better for my family's budget. We recently moved to a cheaper place,\u001b[0m\n",
       "\u001b[1;38;5;40m                            > so we gotta be careful with money. Even though I like gaming and cool\u001b[0m\n",
       "\u001b[1;38;5;40m                            > tech, the expensive LG TV is probably too much for us right now. The\u001b[0m\n",
       "\u001b[1;38;5;40m                            > Samsung one sounds nice for family stuff, but the financing might\u001b[0m\n",
       "\u001b[1;38;5;40m                            > still be tricky. So yeah, the Wayfair deal feels like the smartest\u001b[0m\n",
       "\u001b[1;38;5;40m                            > choice for us.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Ainsley Fairchild</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; After considering the ads, I find the third one from Wayfair most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; convincing. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> inch TVs with free shipping, which fits</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; well with my cautious approach to spending and preference for budget-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; friendly yet reliable electronics. The first ad seems too high-end and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; gaming-focused, which isn't my priority, and the second ad, while family-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; oriented and offering financing, might still be more expensive than I want</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; to commit to right now. So, the third ad aligns best with my financial</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                       &gt; goals and practical needs.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mAinsley Fairchild\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                       > After considering the ads, I find the third one from Wayfair most\u001b[0m\n",
       "\u001b[1;38;5;40m                       > convincing. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m inch TVs with free shipping, which fits\u001b[0m\n",
       "\u001b[1;38;5;40m                       > well with my cautious approach to spending and preference for budget-\u001b[0m\n",
       "\u001b[1;38;5;40m                       > friendly yet reliable electronics. The first ad seems too high-end and\u001b[0m\n",
       "\u001b[1;38;5;40m                       > gaming-focused, which isn't my priority, and the second ad, while family-\u001b[0m\n",
       "\u001b[1;38;5;40m                       > oriented and offering financing, might still be more expensive than I want\u001b[0m\n",
       "\u001b[1;38;5;40m                       > to commit to right now. So, the third ad aligns best with my financial\u001b[0m\n",
       "\u001b[1;38;5;40m                       > goals and practical needs.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Sage Whitfield</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Honestly, the third ad from Wayfair really speaks to me. It offers affordable</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs with free shipping, which fits my budget as a young professional</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; pretty well. I like tech and good quality, but I can't justify splurging on</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; those high-end gaming or family TVs right now. Plus, the straightforward deal</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; without too many complicated features feels less overwhelming. So yeah, I'd</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; probably go with that one.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mSage Whitfield\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Honestly, the third ad from Wayfair really speaks to me. It offers affordable\u001b[0m\n",
       "\u001b[1;38;5;40m                    > \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs with free shipping, which fits my budget as a young professional\u001b[0m\n",
       "\u001b[1;38;5;40m                    > pretty well. I like tech and good quality, but I can't justify splurging on\u001b[0m\n",
       "\u001b[1;38;5;40m                    > those high-end gaming or family TVs right now. Plus, the straightforward deal\u001b[0m\n",
       "\u001b[1;38;5;40m                    > without too many complicated features feels less overwhelming. So yeah, I'd\u001b[0m\n",
       "\u001b[1;38;5;40m                    > probably go with that one.\u001b[0m\n"
      ]
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Linden Ashford</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Given my background and cautious approach to spending, the third ad from</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Wayfair appeals to me the most. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs with free</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; shipping, which fits my preference for budget-friendly and straightforward</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; purchases without unnecessary features or complicated setups. The first ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; seems too flashy and geared towards gamers, which isn't my interest, and the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; second ad, while family-oriented, still feels a bit too much with financing</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; options and advanced features I don't need. So, I'd lean towards the third</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; option for its simplicity and practicality.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mLinden Ashford\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Given my background and cautious approach to spending, the third ad from\u001b[0m\n",
       "\u001b[1;38;5;40m                    > Wayfair appeals to me the most. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs with free\u001b[0m\n",
       "\u001b[1;38;5;40m                    > shipping, which fits my preference for budget-friendly and straightforward\u001b[0m\n",
       "\u001b[1;38;5;40m                    > purchases without unnecessary features or complicated setups. The first ad\u001b[0m\n",
       "\u001b[1;38;5;40m                    > seems too flashy and geared towards gamers, which isn't my interest, and the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > second ad, while family-oriented, still feels a bit too much with financing\u001b[0m\n",
       "\u001b[1;38;5;40m                    > options and advanced features I don't need. So, I'd lean towards the third\u001b[0m\n",
       "\u001b[1;38;5;40m                    > option for its simplicity and practicality.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Reagan Calloway</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; After considering the ads, I find the Samsung 4K &amp; 8K TVs ad most convincing.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; It highlights family-friendly features, which suits my household, and offers</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; financing options that help manage the cost responsibly. While the LG TV is</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; impressive for gaming, it's likely more expensive and specialized than I</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; need. The Wayfair option is budget-friendly but may not meet my quality and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; feature expectations. Overall, Samsung strikes a good balance between</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; quality, usability, and affordability for my situation.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mReagan Calloway\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > After considering the ads, I find the Samsung 4K & 8K TVs ad most convincing.\u001b[0m\n",
       "\u001b[1;38;5;40m                     > It highlights family-friendly features, which suits my household, and offers\u001b[0m\n",
       "\u001b[1;38;5;40m                     > financing options that help manage the cost responsibly. While the LG TV is\u001b[0m\n",
       "\u001b[1;38;5;40m                     > impressive for gaming, it's likely more expensive and specialized than I\u001b[0m\n",
       "\u001b[1;38;5;40m                     > need. The Wayfair option is budget-friendly but may not meet my quality and\u001b[0m\n",
       "\u001b[1;38;5;40m                     > feature expectations. Overall, Samsung strikes a good balance between\u001b[0m\n",
       "\u001b[1;38;5;40m                     > quality, usability, and affordability for my situation.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Mabel Thorne</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Outta them three, I'd pick the third one from Wayfair. Seems like the only one</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; that don't try to sell me fancy gadgets I don't need or can't afford. I like</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; that it's affordable and has free shippin', though I ain't too keen on buyin'</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; TVs online. Still, better than those highfalutin gaming or family TVs with all</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; their bells and whistles. I gotta watch my pennies, and that ad speaks plain and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; simple, just how I like it.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMabel Thorne\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > Outta them three, I'd pick the third one from Wayfair. Seems like the only one\u001b[0m\n",
       "\u001b[1;38;5;40m                  > that don't try to sell me fancy gadgets I don't need or can't afford. I like\u001b[0m\n",
       "\u001b[1;38;5;40m                  > that it's affordable and has free shippin', though I ain't too keen on buyin'\u001b[0m\n",
       "\u001b[1;38;5;40m                  > TVs online. Still, better than those highfalutin gaming or family TVs with all\u001b[0m\n",
       "\u001b[1;38;5;40m                  > their bells and whistles. I gotta watch my pennies, and that ad speaks plain and\u001b[0m\n",
       "\u001b[1;38;5;40m                  > simple, just how I like it.\u001b[0m\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Blake Merriweather</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; Honestly, the LG ad grabs me the most. As a gamer and someone who streams</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; occasionally, the promise of a 4K OLED TV with ultra-fast response time</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; and exclusive gaming features sounds like it fits my setup perfectly.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; Plus, the free gaming stand is a nice bonus that adds value. The Samsung</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; ad seems more family-oriented, which isn't really my vibe, and the Wayfair</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; deal is tempting price-wise but probably lacks the advanced features I</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; want. Even though I tend to procrastinate on tech purchases, this one</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                        &gt; feels worth considering for the long haul.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mBlake Merriweather\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                        > Honestly, the LG ad grabs me the most. As a gamer and someone who streams\u001b[0m\n",
       "\u001b[1;38;5;40m                        > occasionally, the promise of a 4K OLED TV with ultra-fast response time\u001b[0m\n",
       "\u001b[1;38;5;40m                        > and exclusive gaming features sounds like it fits my setup perfectly.\u001b[0m\n",
       "\u001b[1;38;5;40m                        > Plus, the free gaming stand is a nice bonus that adds value. The Samsung\u001b[0m\n",
       "\u001b[1;38;5;40m                        > ad seems more family-oriented, which isn't really my vibe, and the Wayfair\u001b[0m\n",
       "\u001b[1;38;5;40m                        > deal is tempting price-wise but probably lacks the advanced features I\u001b[0m\n",
       "\u001b[1;38;5;40m                        > want. Even though I tend to procrastinate on tech purchases, this one\u001b[0m\n",
       "\u001b[1;38;5;40m                        > feels worth considering for the long haul.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Quinn Ashford-Merriman</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; After considering the ads, I find the third one from Wayfair most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; convincing. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs with free shipping, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; aligns well with my cautious financial habits and preference for</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; practical, budget-friendly purchases. The first ad seems too focused</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; on high-end gaming features that I don't need, and the second, while</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; family-oriented, might be more expensive and less aligned with my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; preference to avoid unnecessary spending. So, the Wayfair deal feels</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; like the best fit for me.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mQuinn Ashford-Merriman\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                            > After considering the ads, I find the third one from Wayfair most\u001b[0m\n",
       "\u001b[1;38;5;40m                            > convincing. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs with free shipping, which\u001b[0m\n",
       "\u001b[1;38;5;40m                            > aligns well with my cautious financial habits and preference for\u001b[0m\n",
       "\u001b[1;38;5;40m                            > practical, budget-friendly purchases. The first ad seems too focused\u001b[0m\n",
       "\u001b[1;38;5;40m                            > on high-end gaming features that I don't need, and the second, while\u001b[0m\n",
       "\u001b[1;38;5;40m                            > family-oriented, might be more expensive and less aligned with my\u001b[0m\n",
       "\u001b[1;38;5;40m                            > preference to avoid unnecessary spending. So, the Wayfair deal feels\u001b[0m\n",
       "\u001b[1;38;5;40m                            > like the best fit for me.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Harper Langston-Wells</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mHarper Langston-Wells\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Delaney Prescott</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; After considering the ads, I find the third one from Wayfair most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; convincing. It emphasizes affordability and free shipping, which fits my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; cautious approach to spending given inflation concerns. While the LG TV</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; looks impressive with its gaming features, it seems too pricey for my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; budget. The Samsung ad offers financing, but I prefer straightforward</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; affordability without long-term commitments. So, the Wayfair deal feels like</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; the best balance of quality and price for me.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mDelaney Prescott\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                      > After considering the ads, I find the third one from Wayfair most\u001b[0m\n",
       "\u001b[1;38;5;40m                      > convincing. It emphasizes affordability and free shipping, which fits my\u001b[0m\n",
       "\u001b[1;38;5;40m                      > cautious approach to spending given inflation concerns. While the LG TV\u001b[0m\n",
       "\u001b[1;38;5;40m                      > looks impressive with its gaming features, it seems too pricey for my\u001b[0m\n",
       "\u001b[1;38;5;40m                      > budget. The Samsung ad offers financing, but I prefer straightforward\u001b[0m\n",
       "\u001b[1;38;5;40m                      > affordability without long-term commitments. So, the Wayfair deal feels like\u001b[0m\n",
       "\u001b[1;38;5;40m                      > the best balance of quality and price for me.\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Eleanor Winslow</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; After considering the three advertisements, I find the third one from Wayfair</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; most convincing. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs with free shipping, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; aligns well with my cautious financial approach and preference for practical,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; straightforward purchases. The first ad seems too focused on gaming features</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; that I do not need, and the second ad, while family-oriented, appears more</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; elaborate and possibly costly. I prefer simplicity and value, so the third ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; suits me best.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEleanor Winslow\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > After considering the three advertisements, I find the third one from Wayfair\u001b[0m\n",
       "\u001b[1;38;5;40m                     > most convincing. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs with free shipping, which\u001b[0m\n",
       "\u001b[1;38;5;40m                     > aligns well with my cautious financial approach and preference for practical,\u001b[0m\n",
       "\u001b[1;38;5;40m                     > straightforward purchases. The first ad seems too focused on gaming features\u001b[0m\n",
       "\u001b[1;38;5;40m                     > that I do not need, and the second ad, while family-oriented, appears more\u001b[0m\n",
       "\u001b[1;38;5;40m                     > elaborate and possibly costly. I prefer simplicity and value, so the third ad\u001b[0m\n",
       "\u001b[1;38;5;40m                     > suits me best.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Cameron Delgado-Rivers</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mCameron Delgado-Rivers\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emerson Caldwell-Riggs</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; After considering the three ads, I find the Samsung 4K &amp; 8K TVs ad the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; most convincing. It highlights family-friendly features and offers </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">48</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; months of </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">0</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">% APR financing, which aligns well with my financial</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; prudence and family-oriented values. The emphasis on bringing the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; family together for movie nights resonates with my lifestyle, and the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; financing option makes it a manageable investment without compromising</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; quality. While the LG TV is impressive for gaming, it's likely more</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; expensive and specialized, and the Wayfair option seems budget-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; friendly but may lack the quality and features I prefer. Overall,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; Samsung's balance of quality, family use, and financing suits my</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                            &gt; situation best.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmerson Caldwell-Riggs\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                            > After considering the three ads, I find the Samsung 4K & 8K TVs ad the\u001b[0m\n",
       "\u001b[1;38;5;40m                            > most convincing. It highlights family-friendly features and offers \u001b[0m\u001b[1;38;5;40m48\u001b[0m\n",
       "\u001b[1;38;5;40m                            > months of \u001b[0m\u001b[1;38;5;40m0\u001b[0m\u001b[1;38;5;40m% APR financing, which aligns well with my financial\u001b[0m\n",
       "\u001b[1;38;5;40m                            > prudence and family-oriented values. The emphasis on bringing the\u001b[0m\n",
       "\u001b[1;38;5;40m                            > family together for movie nights resonates with my lifestyle, and the\u001b[0m\n",
       "\u001b[1;38;5;40m                            > financing option makes it a manageable investment without compromising\u001b[0m\n",
       "\u001b[1;38;5;40m                            > quality. While the LG TV is impressive for gaming, it's likely more\u001b[0m\n",
       "\u001b[1;38;5;40m                            > expensive and specialized, and the Wayfair option seems budget-\u001b[0m\n",
       "\u001b[1;38;5;40m                            > friendly but may lack the quality and features I prefer. Overall,\u001b[0m\n",
       "\u001b[1;38;5;40m                            > Samsung's balance of quality, family use, and financing suits my\u001b[0m\n",
       "\u001b[1;38;5;40m                            > situation best.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Ainsley Fairchild</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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      "text/plain": [
       "\u001b[4;38;5;252mAinsley Fairchild\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Linden Ashford</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mLinden Ashford\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Sage Whitfield</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mSage Whitfield\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Reagan Calloway</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mReagan Calloway\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Quinn Ashford-Merriman</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mQuinn Ashford-Merriman\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Blake Merriweather</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mBlake Merriweather\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Eleanor Winslow</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEleanor Winslow\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Delaney Prescott</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mDelaney Prescott\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Mabel Thorne</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mMabel Thorne\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emerson Caldwell-Riggs</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEmerson Caldwell-Riggs\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
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    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Dakota Merriman</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; I'm looking at three ads for TVs. The first one is a high-end LG 4K OLED TV</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; focused on gaming, with fancy features and a free gaming stand. The second is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; a Samsung 4K &amp; 8K TV aimed at families, with financing options and family-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; friendly features. The third is an affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TV from Wayfair,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; emphasizing budget-friendly prices and free shipping. Given my financial</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; situation—unemployed, limited budget, cautious about spending—and my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; preference for affordable electronics without complicated tech jargon, the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; third ad appeals most to me. It offers a budget-friendly option with free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; shipping, which fits my need for affordability and simplicity. The first two</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; ads seem too expensive and feature-heavy for me, and I would likely feel</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; overwhelmed or pressured by those options.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mDakota Merriman\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > I'm looking at three ads for TVs. The first one is a high-end LG 4K OLED TV\u001b[0m\n",
       "\u001b[32m                     > focused on gaming, with fancy features and a free gaming stand. The second is\u001b[0m\n",
       "\u001b[32m                     > a Samsung 4K & 8K TV aimed at families, with financing options and family-\u001b[0m\n",
       "\u001b[32m                     > friendly features. The third is an affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TV from Wayfair,\u001b[0m\n",
       "\u001b[32m                     > emphasizing budget-friendly prices and free shipping. Given my financial\u001b[0m\n",
       "\u001b[32m                     > situation—unemployed, limited budget, cautious about spending—and my\u001b[0m\n",
       "\u001b[32m                     > preference for affordable electronics without complicated tech jargon, the\u001b[0m\n",
       "\u001b[32m                     > third ad appeals most to me. It offers a budget-friendly option with free\u001b[0m\n",
       "\u001b[32m                     > shipping, which fits my need for affordability and simplicity. The first two\u001b[0m\n",
       "\u001b[32m                     > ads seem too expensive and feature-heavy for me, and I would likely feel\u001b[0m\n",
       "\u001b[32m                     > overwhelmed or pressured by those options.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Cameron Hargrove</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; background, and personality. I prefer quality electronics with good</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; warranties and customer support, and I am cautious about spending. The first</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; ad is for a high-end LG 4K OLED TV with gaming features, which appeals to my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; interest in technology and home entertainment but might be expensive. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; second ad is for Samsung 4K &amp; 8K TVs, emphasizing family-friendly features</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; and financing options, which aligns with my family-oriented values and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; financial prudence. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; focusing on budget-friendly prices and free shipping, which might be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; tempting but may lack the quality and warranty I prefer. Considering my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; preference for quality and long-term value, as well as my cautious approach</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; to spending, the Samsung ad convinces me more because it balances quality,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                      &gt; family use, and financing options that reduce financial strain.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mCameron Hargrove\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                      > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                      > background, and personality. I prefer quality electronics with good\u001b[0m\n",
       "\u001b[32m                      > warranties and customer support, and I am cautious about spending. The first\u001b[0m\n",
       "\u001b[32m                      > ad is for a high-end LG 4K OLED TV with gaming features, which appeals to my\u001b[0m\n",
       "\u001b[32m                      > interest in technology and home entertainment but might be expensive. The\u001b[0m\n",
       "\u001b[32m                      > second ad is for Samsung 4K & 8K TVs, emphasizing family-friendly features\u001b[0m\n",
       "\u001b[32m                      > and financing options, which aligns with my family-oriented values and\u001b[0m\n",
       "\u001b[32m                      > financial prudence. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair,\u001b[0m\n",
       "\u001b[32m                      > focusing on budget-friendly prices and free shipping, which might be\u001b[0m\n",
       "\u001b[32m                      > tempting but may lack the quality and warranty I prefer. Considering my\u001b[0m\n",
       "\u001b[32m                      > preference for quality and long-term value, as well as my cautious approach\u001b[0m\n",
       "\u001b[32m                      > to spending, the Samsung ad convinces me more because it balances quality,\u001b[0m\n",
       "\u001b[32m                      > family use, and financing options that reduce financial strain.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Emery Caldwell</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Considering my financial situation as a retail store manager with family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; responsibilities, I tend to be cautious about spending. I value quality and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; reliability but also need good value for money. The first ad targets gamers</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with high-end features, which is impressive but likely expensive and not</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; aligned with my family's needs. The second ad emphasizes family-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; features, financing options, and quality, which fits my belief in family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; togetherness and practical purchases. The third ad offers affordability and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; free shipping, appealing to budget concerns but lacks the quality assurance I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; prefer. Given my personality traits of being detail-oriented, empathetic, and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; valuing family activities, the Samsung ad convinces me more because it aligns</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with my family's lifestyle and offers financing, making it more accessible</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; financially.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEmery Caldwell\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > Considering my financial situation as a retail store manager with family\u001b[0m\n",
       "\u001b[32m                    > responsibilities, I tend to be cautious about spending. I value quality and\u001b[0m\n",
       "\u001b[32m                    > reliability but also need good value for money. The first ad targets gamers\u001b[0m\n",
       "\u001b[32m                    > with high-end features, which is impressive but likely expensive and not\u001b[0m\n",
       "\u001b[32m                    > aligned with my family's needs. The second ad emphasizes family-friendly\u001b[0m\n",
       "\u001b[32m                    > features, financing options, and quality, which fits my belief in family\u001b[0m\n",
       "\u001b[32m                    > togetherness and practical purchases. The third ad offers affordability and\u001b[0m\n",
       "\u001b[32m                    > free shipping, appealing to budget concerns but lacks the quality assurance I\u001b[0m\n",
       "\u001b[32m                    > prefer. Given my personality traits of being detail-oriented, empathetic, and\u001b[0m\n",
       "\u001b[32m                    > valuing family activities, the Samsung ad convinces me more because it aligns\u001b[0m\n",
       "\u001b[32m                    > with my family's lifestyle and offers financing, making it more accessible\u001b[0m\n",
       "\u001b[32m                    > financially.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Evelyn Harrow</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; I need to consider these ads carefully, thinking about my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; background, and personality. I'm on a limited income, relying on social</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; security and occasional odd jobs, so expensive TVs with fancy features don't</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; appeal to me. I prefer simple, durable items that last and are easy to use. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; first ad is for a high-end gaming TV with lots of tech features, which I find</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; unnecessary and complicated. The second ad is for family-friendly TVs with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; financing options, but financing worries me because I want to avoid debt. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs with free shipping, which sounds more</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; practical and within my budget. Given my distrust of complicated technology and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; preference for straightforward purchases, the third ad convinces me more to buy</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; their offering.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mEvelyn Harrow\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > I need to consider these ads carefully, thinking about my financial situation,\u001b[0m\n",
       "\u001b[32m                   > background, and personality. I'm on a limited income, relying on social\u001b[0m\n",
       "\u001b[32m                   > security and occasional odd jobs, so expensive TVs with fancy features don't\u001b[0m\n",
       "\u001b[32m                   > appeal to me. I prefer simple, durable items that last and are easy to use. The\u001b[0m\n",
       "\u001b[32m                   > first ad is for a high-end gaming TV with lots of tech features, which I find\u001b[0m\n",
       "\u001b[32m                   > unnecessary and complicated. The second ad is for family-friendly TVs with\u001b[0m\n",
       "\u001b[32m                   > financing options, but financing worries me because I want to avoid debt. The\u001b[0m\n",
       "\u001b[32m                   > third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs with free shipping, which sounds more\u001b[0m\n",
       "\u001b[32m                   > practical and within my budget. Given my distrust of complicated technology and\u001b[0m\n",
       "\u001b[32m                   > preference for straightforward purchases, the third ad convinces me more to buy\u001b[0m\n",
       "\u001b[32m                   > their offering.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Rowan Sinclair</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; background, and personality. As a junior software developer with a moderate</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; income, I am budget-conscious but also value quality and tech features. I like</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; gaming and technology, so the LG 4K OLED TV ad appeals to my interest in</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; cutting-edge tech and gaming features. The Samsung ad focuses on family and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; movie nights, which is less relevant to me since I live alone and prioritize</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; tech specs over family features. The Wayfair ad offers affordable TVs, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; is attractive financially but lacks the advanced features I appreciate.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Considering my personality traits of curiosity and love for tech, I would be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; more convinced by the LG ad despite its likely higher price because it aligns</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with my interests and desire for quality. However, my medium-high</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; conscientiousness and budget awareness make me cautious about spending too</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; much. Overall, the LG ad convinces me more due to its focus on gaming and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; advanced technology, which matches my preferences and </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mRowan Sinclair\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                    > background, and personality. As a junior software developer with a moderate\u001b[0m\n",
       "\u001b[32m                    > income, I am budget-conscious but also value quality and tech features. I like\u001b[0m\n",
       "\u001b[32m                    > gaming and technology, so the LG 4K OLED TV ad appeals to my interest in\u001b[0m\n",
       "\u001b[32m                    > cutting-edge tech and gaming features. The Samsung ad focuses on family and\u001b[0m\n",
       "\u001b[32m                    > movie nights, which is less relevant to me since I live alone and prioritize\u001b[0m\n",
       "\u001b[32m                    > tech specs over family features. The Wayfair ad offers affordable TVs, which\u001b[0m\n",
       "\u001b[32m                    > is attractive financially but lacks the advanced features I appreciate.\u001b[0m\n",
       "\u001b[32m                    > Considering my personality traits of curiosity and love for tech, I would be\u001b[0m\n",
       "\u001b[32m                    > more convinced by the LG ad despite its likely higher price because it aligns\u001b[0m\n",
       "\u001b[32m                    > with my interests and desire for quality. However, my medium-high\u001b[0m\n",
       "\u001b[32m                    > conscientiousness and budget awareness make me cautious about spending too\u001b[0m\n",
       "\u001b[32m                    > much. Overall, the LG ad convinces me more due to its focus on gaming and\u001b[0m\n",
       "\u001b[32m                    > advanced technology, which matches my preferences and \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Marion Prescott</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; Considering my cautious and pragmatic personality, my financial prudence</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; especially as I approach retirement, and my preference for simple, reliable</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; technology, I need to evaluate these ads carefully. The first ad is for a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; high-end LG gaming TV with advanced features, but gaming is not an interest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; of mine and such technology seems complicated and expensive. The second ad is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; for Samsung TVs marketed as family-friendly with financing options, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; might be more appealing but still seems a bit flashy and possibly more than I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; need. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs with free shipping, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; aligns better with my preference for budget-friendly, straightforward</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; purchases without complicated features. Given my background and personality,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; the third ad convinces me more because it promises affordability and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; simplicity, which suits my cautious approach to spending and technology.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMarion Prescott\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > Considering my cautious and pragmatic personality, my financial prudence\u001b[0m\n",
       "\u001b[32m                     > especially as I approach retirement, and my preference for simple, reliable\u001b[0m\n",
       "\u001b[32m                     > technology, I need to evaluate these ads carefully. The first ad is for a\u001b[0m\n",
       "\u001b[32m                     > high-end LG gaming TV with advanced features, but gaming is not an interest\u001b[0m\n",
       "\u001b[32m                     > of mine and such technology seems complicated and expensive. The second ad is\u001b[0m\n",
       "\u001b[32m                     > for Samsung TVs marketed as family-friendly with financing options, which\u001b[0m\n",
       "\u001b[32m                     > might be more appealing but still seems a bit flashy and possibly more than I\u001b[0m\n",
       "\u001b[32m                     > need. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs with free shipping, which\u001b[0m\n",
       "\u001b[32m                     > aligns better with my preference for budget-friendly, straightforward\u001b[0m\n",
       "\u001b[32m                     > purchases without complicated features. Given my background and personality,\u001b[0m\n",
       "\u001b[32m                     > the third ad convinces me more because it promises affordability and\u001b[0m\n",
       "\u001b[32m                     > simplicity, which suits my cautious approach to spending and technology.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Harper Langston</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; background, and personality. Considering my role as a healthcare manager with</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; a cautious and pragmatic approach, I value quality but also budget and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; practicality. The first ad is for a high-end LG 4K OLED TV focused on gaming,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; which is not really aligned with my interests or needs. The second ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; Samsung TVs emphasizing family use and financing options, which appeals to my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; value of family and practical financing. The third ad offers affordable</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair, highlighting budget-friendly prices and free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; shipping, which aligns with cautious spending but may lack the quality I</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; prefer. Given my preference for quality and family-oriented features, plus my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; cautious optimism about finances, the Samsung ad convinces me more because it</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; balances quality, family use, and financing options that make the purchase</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; manageable.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mHarper Langston\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                     > background, and personality. Considering my role as a healthcare manager with\u001b[0m\n",
       "\u001b[32m                     > a cautious and pragmatic approach, I value quality but also budget and\u001b[0m\n",
       "\u001b[32m                     > practicality. The first ad is for a high-end LG 4K OLED TV focused on gaming,\u001b[0m\n",
       "\u001b[32m                     > which is not really aligned with my interests or needs. The second ad is for\u001b[0m\n",
       "\u001b[32m                     > Samsung TVs emphasizing family use and financing options, which appeals to my\u001b[0m\n",
       "\u001b[32m                     > value of family and practical financing. The third ad offers affordable\u001b[0m\n",
       "\u001b[32m                     > \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair, highlighting budget-friendly prices and free\u001b[0m\n",
       "\u001b[32m                     > shipping, which aligns with cautious spending but may lack the quality I\u001b[0m\n",
       "\u001b[32m                     > prefer. Given my preference for quality and family-oriented features, plus my\u001b[0m\n",
       "\u001b[32m                     > cautious optimism about finances, the Samsung ad convinces me more because it\u001b[0m\n",
       "\u001b[32m                     > balances quality, family use, and financing options that make the purchase\u001b[0m\n",
       "\u001b[32m                     > manageable.\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Quinn Ellery</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; I need to evaluate the three ads based on my financial situation, background,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and personality. As a healthcare manager with a strong sense of budgeting and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; financial planning, I prefer practical and value-driven purchases. I dislike</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; unnecessary spending and prefer quality but affordable options. The first ad is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; for a high-end LG 4K OLED TV aimed at gamers and tech enthusiasts, which seems</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; expensive and not aligned with my priorities. The second ad is for Samsung 4K &amp;</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; 8K TVs, marketed as family-friendly with financing options, which might appeal</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; to me given my family orientation but could still be costly. The third ad offers</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs with free shipping, which aligns more with my pragmatic</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and budget-conscious approach. Considering my preference for value, family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; needs, and financial prudence, the third ad convinces me more to buy because it</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; offers affordability and practicality without unnecessary luxury features.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mQuinn Ellery\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > I need to evaluate the three ads based on my financial situation, background,\u001b[0m\n",
       "\u001b[32m                  > and personality. As a healthcare manager with a strong sense of budgeting and\u001b[0m\n",
       "\u001b[32m                  > financial planning, I prefer practical and value-driven purchases. I dislike\u001b[0m\n",
       "\u001b[32m                  > unnecessary spending and prefer quality but affordable options. The first ad is\u001b[0m\n",
       "\u001b[32m                  > for a high-end LG 4K OLED TV aimed at gamers and tech enthusiasts, which seems\u001b[0m\n",
       "\u001b[32m                  > expensive and not aligned with my priorities. The second ad is for Samsung 4K &\u001b[0m\n",
       "\u001b[32m                  > 8K TVs, marketed as family-friendly with financing options, which might appeal\u001b[0m\n",
       "\u001b[32m                  > to me given my family orientation but could still be costly. The third ad offers\u001b[0m\n",
       "\u001b[32m                  > affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs with free shipping, which aligns more with my pragmatic\u001b[0m\n",
       "\u001b[32m                  > and budget-conscious approach. Considering my preference for value, family\u001b[0m\n",
       "\u001b[32m                  > needs, and financial prudence, the third ad convinces me more to buy because it\u001b[0m\n",
       "\u001b[32m                  > offers affordability and practicality without unnecessary luxury features.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Jordan Whitman</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I need to evaluate the three Bing ads based on my financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; background, and personality. I am a project coordinator with a moderate</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; income, focused on family life and financial security. I prefer practical and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; reliable products, and I dislike complicated technology setups and pushy sales</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; tactics. The first ad is for a high-end LG gaming TV, which is impressive but</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; likely expensive and more suited for gaming enthusiasts. The second ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Samsung TVs marketed as perfect for family movie nights, with financing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; options and family-friendly features, which aligns well with my family-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; oriented values. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; emphasizing budget-friendly prices and free shipping, which appeals to my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; financial caution but may lack the quality and features I prefer. Considering</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; my preference for family activities, financial planning, and quality, the</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; Samsung ad convinces me the most because it balances quality, family focus,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; and financing options that make it manageable fin </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mJordan Whitman\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I need to evaluate the three Bing ads based on my financial situation,\u001b[0m\n",
       "\u001b[32m                    > background, and personality. I am a project coordinator with a moderate\u001b[0m\n",
       "\u001b[32m                    > income, focused on family life and financial security. I prefer practical and\u001b[0m\n",
       "\u001b[32m                    > reliable products, and I dislike complicated technology setups and pushy sales\u001b[0m\n",
       "\u001b[32m                    > tactics. The first ad is for a high-end LG gaming TV, which is impressive but\u001b[0m\n",
       "\u001b[32m                    > likely expensive and more suited for gaming enthusiasts. The second ad is for\u001b[0m\n",
       "\u001b[32m                    > Samsung TVs marketed as perfect for family movie nights, with financing\u001b[0m\n",
       "\u001b[32m                    > options and family-friendly features, which aligns well with my family-\u001b[0m\n",
       "\u001b[32m                    > oriented values. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair,\u001b[0m\n",
       "\u001b[32m                    > emphasizing budget-friendly prices and free shipping, which appeals to my\u001b[0m\n",
       "\u001b[32m                    > financial caution but may lack the quality and features I prefer. Considering\u001b[0m\n",
       "\u001b[32m                    > my preference for family activities, financial planning, and quality, the\u001b[0m\n",
       "\u001b[32m                    > Samsung ad convinces me the most because it balances quality, family focus,\u001b[0m\n",
       "\u001b[32m                    > and financing options that make it manageable fin \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Dakota Merriman</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; Honestly, the third ad from Wayfair really speaks to me. It's all about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; affordable prices and free shipping, which is super important since I gotta</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; watch my budget tight. The first two seem kinda fancy and pricey, with all</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; those techy features that just make me nervous. I just want something simple</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; and reliable without breaking the bank, you know? So yeah, I'd probably go</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; with the Wayfair deal if I had to pick one.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mDakota Merriman\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > Honestly, the third ad from Wayfair really speaks to me. It's all about\u001b[0m\n",
       "\u001b[1;38;5;40m                     > affordable prices and free shipping, which is super important since I gotta\u001b[0m\n",
       "\u001b[1;38;5;40m                     > watch my budget tight. The first two seem kinda fancy and pricey, with all\u001b[0m\n",
       "\u001b[1;38;5;40m                     > those techy features that just make me nervous. I just want something simple\u001b[0m\n",
       "\u001b[1;38;5;40m                     > and reliable without breaking the bank, you know? So yeah, I'd probably go\u001b[0m\n",
       "\u001b[1;38;5;40m                     > with the Wayfair deal if I had to pick one.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Sydney Callahan</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; Alright, let's think this through carefully. Given my background as a project</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; coordinator with a good understanding of consumer electronics and a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; preference for well-researched purchases, I need to consider quality,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; reliability, and family needs. Financially, I aim for a balance between</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; quality and cost, avoiding impulse buys.   Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">1</span><span style=\"color: #008000; text-decoration-color: #008000\"> is focused on gaming with a</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; high-end LG OLED TV, which is impressive but likely expensive and more suited</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; for tech enthusiasts or gamers. While I appreciate technology, my family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; priorities and budget might not justify this premium purchase.  Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">2</span><span style=\"color: #008000; text-decoration-color: #008000\"> promotes</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; Samsung TVs as perfect for family use, highlighting features like anti-</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; reflection and financing options. This aligns well with my belief in family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; time and financial prudence. Samsung's reputation and the financing offer</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; make it appealing.  Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">3</span><span style=\"color: #008000; text-decoration-color: #008000\"> offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair with free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; shipping. While budget-friendly, it lacks details on quality or brand</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                     &gt; reputation, which makes me cautious.  Considering all this, Ad </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mSydney Callahan\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                     > Alright, let's think this through carefully. Given my background as a project\u001b[0m\n",
       "\u001b[32m                     > coordinator with a good understanding of consumer electronics and a\u001b[0m\n",
       "\u001b[32m                     > preference for well-researched purchases, I need to consider quality,\u001b[0m\n",
       "\u001b[32m                     > reliability, and family needs. Financially, I aim for a balance between\u001b[0m\n",
       "\u001b[32m                     > quality and cost, avoiding impulse buys.   Ad \u001b[0m\u001b[1;32m1\u001b[0m\u001b[32m is focused on gaming with a\u001b[0m\n",
       "\u001b[32m                     > high-end LG OLED TV, which is impressive but likely expensive and more suited\u001b[0m\n",
       "\u001b[32m                     > for tech enthusiasts or gamers. While I appreciate technology, my family\u001b[0m\n",
       "\u001b[32m                     > priorities and budget might not justify this premium purchase.  Ad \u001b[0m\u001b[1;32m2\u001b[0m\u001b[32m promotes\u001b[0m\n",
       "\u001b[32m                     > Samsung TVs as perfect for family use, highlighting features like anti-\u001b[0m\n",
       "\u001b[32m                     > reflection and financing options. This aligns well with my belief in family\u001b[0m\n",
       "\u001b[32m                     > time and financial prudence. Samsung's reputation and the financing offer\u001b[0m\n",
       "\u001b[32m                     > make it appealing.  Ad \u001b[0m\u001b[1;32m3\u001b[0m\u001b[32m offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair with free\u001b[0m\n",
       "\u001b[32m                     > shipping. While budget-friendly, it lacks details on quality or brand\u001b[0m\n",
       "\u001b[32m                     > reputation, which makes me cautious.  Considering all this, Ad \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Casey Monroe</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; I need to evaluate the three ads based on my financial situation, background,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and personality. I'm a </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">27</span><span style=\"color: #008000; text-decoration-color: #008000\">-year-old customer support specialist with a passion</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; for gaming and streaming, living in Seattle. I like cozy gaming setups and value</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; good picture quality for gaming. However, I also have to be mindful of my budget</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; since I don't have unlimited funds. The first ad is for a high-end LG 4K OLED TV</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; with exclusive gaming features, which sounds appealing but likely expensive. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; second ad is for Samsung TVs marketed as family-friendly with financing options,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; which might be more affordable but less focused on gaming. The third ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair, emphasizing budget-friendly prices and free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; shipping, which fits a tight budget but may lack advanced features. Considering</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; my love for gaming and streaming, I'd be more convinced by the first ad despite</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; the probable higher cost because it aligns with my interests and desire for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; quality gaming experience. However, my financial situation might ma </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mCasey Monroe\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > I need to evaluate the three ads based on my financial situation, background,\u001b[0m\n",
       "\u001b[32m                  > and personality. I'm a \u001b[0m\u001b[1;32m27\u001b[0m\u001b[32m-year-old customer support specialist with a passion\u001b[0m\n",
       "\u001b[32m                  > for gaming and streaming, living in Seattle. I like cozy gaming setups and value\u001b[0m\n",
       "\u001b[32m                  > good picture quality for gaming. However, I also have to be mindful of my budget\u001b[0m\n",
       "\u001b[32m                  > since I don't have unlimited funds. The first ad is for a high-end LG 4K OLED TV\u001b[0m\n",
       "\u001b[32m                  > with exclusive gaming features, which sounds appealing but likely expensive. The\u001b[0m\n",
       "\u001b[32m                  > second ad is for Samsung TVs marketed as family-friendly with financing options,\u001b[0m\n",
       "\u001b[32m                  > which might be more affordable but less focused on gaming. The third ad is for\u001b[0m\n",
       "\u001b[32m                  > affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair, emphasizing budget-friendly prices and free\u001b[0m\n",
       "\u001b[32m                  > shipping, which fits a tight budget but may lack advanced features. Considering\u001b[0m\n",
       "\u001b[32m                  > my love for gaming and streaming, I'd be more convinced by the first ad despite\u001b[0m\n",
       "\u001b[32m                  > the probable higher cost because it aligns with my interests and desire for\u001b[0m\n",
       "\u001b[32m                  > quality gaming experience. However, my financial situation might ma \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Cameron Hargrove</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; After considering the ads, I find the Samsung 4K &amp; 8K TVs ad the most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; convincing. It highlights family-friendly features, which is important to</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; me, and offers </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">48</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> months of </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">0</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">% APR financing, making it financially</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; manageable. The quality seems reliable, and the financing option aligns with</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; my cautious spending habits. While the LG TV appeals to my tech interests,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; it might be too costly, and the Wayfair option seems budget-friendly but</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                      &gt; possibly lacks the quality and warranty I prefer.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mCameron Hargrove\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                      > After considering the ads, I find the Samsung 4K & 8K TVs ad the most\u001b[0m\n",
       "\u001b[1;38;5;40m                      > convincing. It highlights family-friendly features, which is important to\u001b[0m\n",
       "\u001b[1;38;5;40m                      > me, and offers \u001b[0m\u001b[1;38;5;40m48\u001b[0m\u001b[1;38;5;40m months of \u001b[0m\u001b[1;38;5;40m0\u001b[0m\u001b[1;38;5;40m% APR financing, making it financially\u001b[0m\n",
       "\u001b[1;38;5;40m                      > manageable. The quality seems reliable, and the financing option aligns with\u001b[0m\n",
       "\u001b[1;38;5;40m                      > my cautious spending habits. While the LG TV appeals to my tech interests,\u001b[0m\n",
       "\u001b[1;38;5;40m                      > it might be too costly, and the Wayfair option seems budget-friendly but\u001b[0m\n",
       "\u001b[1;38;5;40m                      > possibly lacks the quality and warranty I prefer.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Riley Bennett</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; I need to evaluate the three Bing ads and choose the one that convinces me most</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; to buy their offering. Considering my financial situation as a young</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; professional who is cautious about spending, my background in gaming and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; streaming, and my personality traits like being curious about technology but</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; also sometimes anxious about finances, I should weigh the ads carefully. The</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; first ad is for a high-end LG 4K OLED TV with exclusive gaming features, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; appeals to my gaming interest but might be expensive. The second ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Samsung TVs marketed as family-friendly with financing options, which is less</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; targeted to my gaming needs but offers payment flexibility. The third ad is for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair, emphasizing budget-friendly prices and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; free shipping, which aligns with my financial caution but may lack the advanced</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; features I want. Given my love for gaming and streaming but also my budget</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; concerns, I think the first ad is tempting but probably too pricey. The second</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; ad offers financing but is </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">(</span><span style=\"color: #008000; text-decoration-color: #008000\">...</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">)</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mRiley Bennett\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > I need to evaluate the three Bing ads and choose the one that convinces me most\u001b[0m\n",
       "\u001b[32m                   > to buy their offering. Considering my financial situation as a young\u001b[0m\n",
       "\u001b[32m                   > professional who is cautious about spending, my background in gaming and\u001b[0m\n",
       "\u001b[32m                   > streaming, and my personality traits like being curious about technology but\u001b[0m\n",
       "\u001b[32m                   > also sometimes anxious about finances, I should weigh the ads carefully. The\u001b[0m\n",
       "\u001b[32m                   > first ad is for a high-end LG 4K OLED TV with exclusive gaming features, which\u001b[0m\n",
       "\u001b[32m                   > appeals to my gaming interest but might be expensive. The second ad is for\u001b[0m\n",
       "\u001b[32m                   > Samsung TVs marketed as family-friendly with financing options, which is less\u001b[0m\n",
       "\u001b[32m                   > targeted to my gaming needs but offers payment flexibility. The third ad is for\u001b[0m\n",
       "\u001b[32m                   > affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair, emphasizing budget-friendly prices and\u001b[0m\n",
       "\u001b[32m                   > free shipping, which aligns with my financial caution but may lack the advanced\u001b[0m\n",
       "\u001b[32m                   > features I want. Given my love for gaming and streaming but also my budget\u001b[0m\n",
       "\u001b[32m                   > concerns, I think the first ad is tempting but probably too pricey. The second\u001b[0m\n",
       "\u001b[32m                   > ad offers financing but is \u001b[0m\u001b[1;32m(\u001b[0m\u001b[32m...\u001b[0m\u001b[1;32m)\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Quinn Ellery</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Given my financial prudence and family-oriented mindset, I find the third ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; from Wayfair most convincing. It offers affordable prices and free shipping,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; which aligns well with my preference for practical and budget-friendly</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; purchases. The first ad seems too high-end and specialized for gaming, which</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; isn't my priority, and the second ad, while family-friendly, might be more</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; expensive despite financing options. So, the third ad fits best with my values</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; and current needs.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mQuinn Ellery\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > Given my financial prudence and family-oriented mindset, I find the third ad\u001b[0m\n",
       "\u001b[1;38;5;40m                  > from Wayfair most convincing. It offers affordable prices and free shipping,\u001b[0m\n",
       "\u001b[1;38;5;40m                  > which aligns well with my preference for practical and budget-friendly\u001b[0m\n",
       "\u001b[1;38;5;40m                  > purchases. The first ad seems too high-end and specialized for gaming, which\u001b[0m\n",
       "\u001b[1;38;5;40m                  > isn't my priority, and the second ad, while family-friendly, might be more\u001b[0m\n",
       "\u001b[1;38;5;40m                  > expensive despite financing options. So, the third ad fits best with my values\u001b[0m\n",
       "\u001b[1;38;5;40m                  > and current needs.\u001b[0m\n"
      ]
     },
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Emery Caldwell</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Well, if you ask me, that Samsung ad really speaks to me. I mean, it’s all</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; about bringing the family together, which is right up my alley. Plus, the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; financing option makes it easier on the budget, and you know how important</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; that is with kids and all. The LG one looks fancy for gamers, but that’s not</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; really our thing, and the Wayfair deal seems cheap but doesn’t say much about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; quality. So yeah, Samsung’s the one I’d trust for a family TV.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEmery Caldwell\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Well, if you ask me, that Samsung ad really speaks to me. I mean, it’s all\u001b[0m\n",
       "\u001b[1;38;5;40m                    > about bringing the family together, which is right up my alley. Plus, the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > financing option makes it easier on the budget, and you know how important\u001b[0m\n",
       "\u001b[1;38;5;40m                    > that is with kids and all. The LG one looks fancy for gamers, but that’s not\u001b[0m\n",
       "\u001b[1;38;5;40m                    > really our thing, and the Wayfair deal seems cheap but doesn’t say much about\u001b[0m\n",
       "\u001b[1;38;5;40m                    > quality. So yeah, Samsung’s the one I’d trust for a family TV.\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Evelyn Harrow</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Well, I gotta say, that third ad from Wayfair is the one that makes the most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; sense to me. I ain't got much money to throw around, and those fancy features</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; in the first two ads just sound like trouble—too complicated and probably</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; expensive. The Wayfair deal talks about affordable prices and free shipping,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; which is what I need. I want something simple, reliable, and won't break the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; bank. </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; font-style: italic\">None</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> of that fancy gaming or family financing stuff for me. Just a</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; straightforward TV that works without fuss.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mEvelyn Harrow\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Well, I gotta say, that third ad from Wayfair is the one that makes the most\u001b[0m\n",
       "\u001b[1;38;5;40m                   > sense to me. I ain't got much money to throw around, and those fancy features\u001b[0m\n",
       "\u001b[1;38;5;40m                   > in the first two ads just sound like trouble—too complicated and probably\u001b[0m\n",
       "\u001b[1;38;5;40m                   > expensive. The Wayfair deal talks about affordable prices and free shipping,\u001b[0m\n",
       "\u001b[1;38;5;40m                   > which is what I need. I want something simple, reliable, and won't break the\u001b[0m\n",
       "\u001b[1;38;5;40m                   > bank. \u001b[0m\u001b[1;3;38;5;40mNone\u001b[0m\u001b[1;38;5;40m of that fancy gaming or family financing stuff for me. Just a\u001b[0m\n",
       "\u001b[1;38;5;40m                   > straightforward TV that works without fuss.\u001b[0m\n"
      ]
     },
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Dakota Merriman</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mDakota Merriman\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Marion Prescott</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; After considering the three ads, I find the third one from Wayfair most</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; convincing. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs with free shipping, which fits</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; my preference for budget-friendly and straightforward purchases. The first ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; seems too focused on gaming features that don't interest me, and the second</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; ad, while family-oriented, feels a bit more complex and possibly costly.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; Given my cautious approach to spending and technology, the third ad aligns</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; best with my needs and financial situation.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMarion Prescott\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > After considering the three ads, I find the third one from Wayfair most\u001b[0m\n",
       "\u001b[1;38;5;40m                     > convincing. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs with free shipping, which fits\u001b[0m\n",
       "\u001b[1;38;5;40m                     > my preference for budget-friendly and straightforward purchases. The first ad\u001b[0m\n",
       "\u001b[1;38;5;40m                     > seems too focused on gaming features that don't interest me, and the second\u001b[0m\n",
       "\u001b[1;38;5;40m                     > ad, while family-oriented, feels a bit more complex and possibly costly.\u001b[0m\n",
       "\u001b[1;38;5;40m                     > Given my cautious approach to spending and technology, the third ad aligns\u001b[0m\n",
       "\u001b[1;38;5;40m                     > best with my needs and financial situation.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Rowan Sinclair</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Honestly, the LG 4K OLED TV ad convinces me the most. As someone who loves</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; gaming and tech, the promise of ultra-fast response time and exclusive gaming</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; features really speaks to me. Even though it's probably pricier, I value</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; quality and cutting-edge tech, so it feels worth it. The Samsung ad seems more</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; family-oriented, which doesn't quite fit my lifestyle, and the Wayfair deal is</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; tempting price-wise but lacks the advanced features I care about. So yeah, LG</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; wins for me!</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mRowan Sinclair\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Honestly, the LG 4K OLED TV ad convinces me the most. As someone who loves\u001b[0m\n",
       "\u001b[1;38;5;40m                    > gaming and tech, the promise of ultra-fast response time and exclusive gaming\u001b[0m\n",
       "\u001b[1;38;5;40m                    > features really speaks to me. Even though it's probably pricier, I value\u001b[0m\n",
       "\u001b[1;38;5;40m                    > quality and cutting-edge tech, so it feels worth it. The Samsung ad seems more\u001b[0m\n",
       "\u001b[1;38;5;40m                    > family-oriented, which doesn't quite fit my lifestyle, and the Wayfair deal is\u001b[0m\n",
       "\u001b[1;38;5;40m                    > tempting price-wise but lacks the advanced features I care about. So yeah, LG\u001b[0m\n",
       "\u001b[1;38;5;40m                    > wins for me!\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Harper Langston</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; After considering the ads carefully, I find the Samsung 4K &amp; 8K TVs ad the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; most convincing. It aligns well with my family-oriented values and offers</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; practical financing options, which suits my cautious financial approach. The</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; emphasis on family movie nights and quality picture makes it appealing for</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; our home environment. While the LG TV is impressive, it's more gaming-</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; focused, which isn't really my priority. The Wayfair deal is budget-friendly</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; but might compromise on quality, which I prefer to avoid. So, Samsung's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; balance of quality, family use, and manageable financing wins my vote.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mHarper Langston\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > After considering the ads carefully, I find the Samsung 4K & 8K TVs ad the\u001b[0m\n",
       "\u001b[1;38;5;40m                     > most convincing. It aligns well with my family-oriented values and offers\u001b[0m\n",
       "\u001b[1;38;5;40m                     > practical financing options, which suits my cautious financial approach. The\u001b[0m\n",
       "\u001b[1;38;5;40m                     > emphasis on family movie nights and quality picture makes it appealing for\u001b[0m\n",
       "\u001b[1;38;5;40m                     > our home environment. While the LG TV is impressive, it's more gaming-\u001b[0m\n",
       "\u001b[1;38;5;40m                     > focused, which isn't really my priority. The Wayfair deal is budget-friendly\u001b[0m\n",
       "\u001b[1;38;5;40m                     > but might compromise on quality, which I prefer to avoid. So, Samsung's\u001b[0m\n",
       "\u001b[1;38;5;40m                     > balance of quality, family use, and manageable financing wins my vote.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Cameron Hargrove</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mCameron Hargrove\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Casey Monroe</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Honestly, the first ad for the LG 4K OLED TV really grabs me. As someone who</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; loves gaming and streaming, the promise of ultra-fast response time and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; exclusive gaming features sounds perfect. Even though it's probably pricey, the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; quality and features align with what I want for my setup. The Samsung one seems</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; more family-oriented, which isn't really my focus, and the Wayfair deal is</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; tempting price-wise but probably lacks the specs I care about. So yeah, I'd pick</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; the LG ad as the most convincing.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mCasey Monroe\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > Honestly, the first ad for the LG 4K OLED TV really grabs me. As someone who\u001b[0m\n",
       "\u001b[1;38;5;40m                  > loves gaming and streaming, the promise of ultra-fast response time and\u001b[0m\n",
       "\u001b[1;38;5;40m                  > exclusive gaming features sounds perfect. Even though it's probably pricey, the\u001b[0m\n",
       "\u001b[1;38;5;40m                  > quality and features align with what I want for my setup. The Samsung one seems\u001b[0m\n",
       "\u001b[1;38;5;40m                  > more family-oriented, which isn't really my focus, and the Wayfair deal is\u001b[0m\n",
       "\u001b[1;38;5;40m                  > tempting price-wise but probably lacks the specs I care about. So yeah, I'd pick\u001b[0m\n",
       "\u001b[1;38;5;40m                  > the LG ad as the most convincing.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Emery Caldwell</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEmery Caldwell\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Jordan Whitman</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; Well, y'all, after lookin' at these ads, I'd say the Samsung one convinces me</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; the most. It talks about bringin' the family together, which really hits home</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; for me since family is everything. Plus, the financing option makes it easier</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; on the budget, and I like that it's perfect for movie nights with the kids.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; The LG gaming TV sounds fancy but a bit over the top for us, and the Wayfair</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; deal is tempting price-wise but doesn't mention much about quality or</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; features. So, Samsung's ad feels like the best fit for my family's needs and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; my financial sense.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mJordan Whitman\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > Well, y'all, after lookin' at these ads, I'd say the Samsung one convinces me\u001b[0m\n",
       "\u001b[1;38;5;40m                    > the most. It talks about bringin' the family together, which really hits home\u001b[0m\n",
       "\u001b[1;38;5;40m                    > for me since family is everything. Plus, the financing option makes it easier\u001b[0m\n",
       "\u001b[1;38;5;40m                    > on the budget, and I like that it's perfect for movie nights with the kids.\u001b[0m\n",
       "\u001b[1;38;5;40m                    > The LG gaming TV sounds fancy but a bit over the top for us, and the Wayfair\u001b[0m\n",
       "\u001b[1;38;5;40m                    > deal is tempting price-wise but doesn't mention much about quality or\u001b[0m\n",
       "\u001b[1;38;5;40m                    > features. So, Samsung's ad feels like the best fit for my family's needs and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > my financial sense.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Evelyn Harrow</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mEvelyn Harrow\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Harper Langston</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mHarper Langston\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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     "data": {
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Marion Prescott</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mMarion Prescott\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Rowan Sinclair</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mRowan Sinclair\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Quinn Ellery</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mQuinn Ellery\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Sydney Callahan</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; Well, bless your heart for askin'! After mullin' it over, I'd say Ad </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">2</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">, the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; Samsung one, convinces me the most. It speaks right to my heart about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; bringin' the family together for movie nights, which is real important to me.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; Plus, the </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">48</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> months </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">0</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">% APR financing makes it easier on the budget, and y'all</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; know I like to be careful with money but still get good quality. Samsung's</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; known for reliability, and those anti-reflection features sound mighty handy</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; for our living room. The LG gaming TV is fancy, but it's a bit more than we</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; need, and the Wayfair deal seems too vague on quality. So yeah, Samsung's ad</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                     &gt; fits my family's needs and my practical side best.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mSydney Callahan\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                     > Well, bless your heart for askin'! After mullin' it over, I'd say Ad \u001b[0m\u001b[1;38;5;40m2\u001b[0m\u001b[1;38;5;40m, the\u001b[0m\n",
       "\u001b[1;38;5;40m                     > Samsung one, convinces me the most. It speaks right to my heart about\u001b[0m\n",
       "\u001b[1;38;5;40m                     > bringin' the family together for movie nights, which is real important to me.\u001b[0m\n",
       "\u001b[1;38;5;40m                     > Plus, the \u001b[0m\u001b[1;38;5;40m48\u001b[0m\u001b[1;38;5;40m months \u001b[0m\u001b[1;38;5;40m0\u001b[0m\u001b[1;38;5;40m% APR financing makes it easier on the budget, and y'all\u001b[0m\n",
       "\u001b[1;38;5;40m                     > know I like to be careful with money but still get good quality. Samsung's\u001b[0m\n",
       "\u001b[1;38;5;40m                     > known for reliability, and those anti-reflection features sound mighty handy\u001b[0m\n",
       "\u001b[1;38;5;40m                     > for our living room. The LG gaming TV is fancy, but it's a bit more than we\u001b[0m\n",
       "\u001b[1;38;5;40m                     > need, and the Wayfair deal seems too vague on quality. So yeah, Samsung's ad\u001b[0m\n",
       "\u001b[1;38;5;40m                     > fits my family's needs and my practical side best.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Riley Bennett</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; Honestly, the third ad from Wayfair grabs me the most. I mean, I'm all about</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; gaming and cool tech, but my budget's kinda tight right now. That affordable</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TV with free shipping sounds like a solid deal without breaking the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; bank. The LG one looks amazing for gaming, but probably way out of my price</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; range, and the Samsung feels more family-oriented, which isn't really my vibe.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; So yeah, Wayfair's ad convinces me more because it fits my financial situation</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; and still gets the job done for gaming and streaming.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mRiley Bennett\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > Honestly, the third ad from Wayfair grabs me the most. I mean, I'm all about\u001b[0m\n",
       "\u001b[1;38;5;40m                   > gaming and cool tech, but my budget's kinda tight right now. That affordable\u001b[0m\n",
       "\u001b[1;38;5;40m                   > \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TV with free shipping sounds like a solid deal without breaking the\u001b[0m\n",
       "\u001b[1;38;5;40m                   > bank. The LG one looks amazing for gaming, but probably way out of my price\u001b[0m\n",
       "\u001b[1;38;5;40m                   > range, and the Samsung feels more family-oriented, which isn't really my vibe.\u001b[0m\n",
       "\u001b[1;38;5;40m                   > So yeah, Wayfair's ad convinces me more because it fits my financial situation\u001b[0m\n",
       "\u001b[1;38;5;40m                   > and still gets the job done for gaming and streaming.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Casey Monroe</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mCasey Monroe\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Jordan Whitman</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
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       "\u001b[4;38;5;252mJordan Whitman\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Taylor Donovan</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; I'm considering the three ads for TVs. The first ad is for a high-end LG 4K</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; OLED TV with gaming features, which appeals to my interest in cutting-edge</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; consumer electronics and gaming. However, it's likely expensive, and my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; financial situation as a student with a part-time job means I need to be</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; budget-conscious. The second ad is for Samsung TVs marketed as family-friendly</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; with financing options, which might be more affordable but less tailored to my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; tech interests. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs from Wayfair,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; emphasizing budget and free shipping, which aligns with my preference for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; affordable yet reliable brands and my dislike of complicated setups or poor</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; customer service. Given my background, personality, and financial situation,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; the third ad convinces me the most because it balances quality and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                    &gt; affordability without pushing high-end features I might not afford right now.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mTaylor Donovan\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                    > I'm considering the three ads for TVs. The first ad is for a high-end LG 4K\u001b[0m\n",
       "\u001b[32m                    > OLED TV with gaming features, which appeals to my interest in cutting-edge\u001b[0m\n",
       "\u001b[32m                    > consumer electronics and gaming. However, it's likely expensive, and my\u001b[0m\n",
       "\u001b[32m                    > financial situation as a student with a part-time job means I need to be\u001b[0m\n",
       "\u001b[32m                    > budget-conscious. The second ad is for Samsung TVs marketed as family-friendly\u001b[0m\n",
       "\u001b[32m                    > with financing options, which might be more affordable but less tailored to my\u001b[0m\n",
       "\u001b[32m                    > tech interests. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs from Wayfair,\u001b[0m\n",
       "\u001b[32m                    > emphasizing budget and free shipping, which aligns with my preference for\u001b[0m\n",
       "\u001b[32m                    > affordable yet reliable brands and my dislike of complicated setups or poor\u001b[0m\n",
       "\u001b[32m                    > customer service. Given my background, personality, and financial situation,\u001b[0m\n",
       "\u001b[32m                    > the third ad convinces me the most because it balances quality and\u001b[0m\n",
       "\u001b[32m                    > affordability without pushing high-end features I might not afford right now.\u001b[0m\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Sydney Callahan</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mSydney Callahan\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Avery Delgado</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; I need to decide which ad convinces me more to buy their offering based on my</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; financial situation, background, and personality. I'm </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">12</span><span style=\"color: #008000; text-decoration-color: #008000\"> years old, a student,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; and my family faces financial constraints, so I have to be careful about</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; spending money. I like video games and technology but also care about family</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; and budget. The first ad is for a very expensive LG 4K OLED TV with gaming</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; features, which sounds cool but probably too expensive for us. The second ad is</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; for Samsung TVs, focusing on family movie nights and financing options, which</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; might be more appealing for family use but still might be pricey. The third ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; is for affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs with budget-friendly prices and free shipping,</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; which fits better with our financial situation. Considering my family's money</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; situation and my belief in saving and budgeting, the third ad convinces me more</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; because it offers a good deal at an affordable price, which is important to us.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mAvery Delgado\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > I need to decide which ad convinces me more to buy their offering based on my\u001b[0m\n",
       "\u001b[32m                   > financial situation, background, and personality. I'm \u001b[0m\u001b[1;32m12\u001b[0m\u001b[32m years old, a student,\u001b[0m\n",
       "\u001b[32m                   > and my family faces financial constraints, so I have to be careful about\u001b[0m\n",
       "\u001b[32m                   > spending money. I like video games and technology but also care about family\u001b[0m\n",
       "\u001b[32m                   > and budget. The first ad is for a very expensive LG 4K OLED TV with gaming\u001b[0m\n",
       "\u001b[32m                   > features, which sounds cool but probably too expensive for us. The second ad is\u001b[0m\n",
       "\u001b[32m                   > for Samsung TVs, focusing on family movie nights and financing options, which\u001b[0m\n",
       "\u001b[32m                   > might be more appealing for family use but still might be pricey. The third ad\u001b[0m\n",
       "\u001b[32m                   > is for affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs with budget-friendly prices and free shipping,\u001b[0m\n",
       "\u001b[32m                   > which fits better with our financial situation. Considering my family's money\u001b[0m\n",
       "\u001b[32m                   > situation and my belief in saving and budgeting, the third ad convinces me more\u001b[0m\n",
       "\u001b[32m                   > because it offers a good deal at an affordable price, which is important to us.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Riley Bennett</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
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      "text/plain": [
       "\u001b[4;38;5;252mRiley Bennett\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Jaden Morales</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; Okay, I gotta think about these ads and which one makes more sense for me. I'm</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; just a </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">12</span><span style=\"color: #008000; text-decoration-color: #008000\">-year-old kid, so money is tight </span><span style=\"color: #008000; text-decoration-color: #008000\">'cause my family'</span><span style=\"color: #008000; text-decoration-color: #008000\">s not super rich.</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; The first ad is for a fancy LG 4K OLED TV that's great for gaming, which sounds</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; cool </span><span style=\"color: #008000; text-decoration-color: #008000\">'cause I like video games and tech stuff. But it'</span><span style=\"color: #008000; text-decoration-color: #008000\">s probably really</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; expensive, and I don't have much money to spend. The second ad is for Samsung</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; TVs that are good for family movie nights, with financing options. That sounds</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; nice for my family, but still might be pricey. The third ad is for affordable</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\"> inch TVs from Wayfair with free shipping, which sounds like the cheapest</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; option and more realistic for my family's budget. Since I care about money and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; my family, I'd probably pick the third ad because it's affordable and still</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; good quality. Even though the first one is cooler for gaming, it's probably out</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                   &gt; of reach financially.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mJaden Morales\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                   > Okay, I gotta think about these ads and which one makes more sense for me. I'm\u001b[0m\n",
       "\u001b[32m                   > just a \u001b[0m\u001b[1;32m12\u001b[0m\u001b[32m-year-old kid, so money is tight \u001b[0m\u001b[32m'cause my family'\u001b[0m\u001b[32ms not super rich.\u001b[0m\n",
       "\u001b[32m                   > The first ad is for a fancy LG 4K OLED TV that's great for gaming, which sounds\u001b[0m\n",
       "\u001b[32m                   > cool \u001b[0m\u001b[32m'cause I like video games and tech stuff. But it'\u001b[0m\u001b[32ms probably really\u001b[0m\n",
       "\u001b[32m                   > expensive, and I don't have much money to spend. The second ad is for Samsung\u001b[0m\n",
       "\u001b[32m                   > TVs that are good for family movie nights, with financing options. That sounds\u001b[0m\n",
       "\u001b[32m                   > nice for my family, but still might be pricey. The third ad is for affordable\u001b[0m\n",
       "\u001b[32m                   > \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m inch TVs from Wayfair with free shipping, which sounds like the cheapest\u001b[0m\n",
       "\u001b[32m                   > option and more realistic for my family's budget. Since I care about money and\u001b[0m\n",
       "\u001b[32m                   > my family, I'd probably pick the third ad because it's affordable and still\u001b[0m\n",
       "\u001b[32m                   > good quality. Even though the first one is cooler for gaming, it's probably out\u001b[0m\n",
       "\u001b[32m                   > of reach financially.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #008000; text-decoration-color: #008000; text-decoration: underline\">Morgan Ellis</span><span style=\"color: #008000; text-decoration-color: #008000\"> acts: </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">[</span><span style=\"color: #008000; text-decoration-color: #008000\">THINK</span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">]</span><span style=\"color: #008000; text-decoration-color: #008000\"> </span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; Considering my financial situation, background, and personality, I need to</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; evaluate these ads carefully. I value quality and reliability, and I prefer</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; products with good customer support and warranties. I also avoid impulse buying</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and like to research thoroughly before purchasing. The first ad for the LG 4K</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; OLED TV appeals to tech enthusiasts and gamers, highlighting advanced features</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; and picture quality, but it might be expensive. The second ad for Samsung TVs</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; emphasizes family-friendly features, financing options, and is ranked highly for</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; customer satisfaction, which aligns well with my family-oriented values and</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; financial prudence. The third ad offers affordable </span><span style=\"color: #008000; text-decoration-color: #008000; font-weight: bold\">55</span><span style=\"color: #008000; text-decoration-color: #008000\">-inch TVs with free</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; shipping, which is budget-friendly but lacks detail on quality or support. Given</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; my preference for quality, family use, and financial planning, the Samsung ad</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; convinces me more because it balances quality, family suitability, and financing</span>\n",
       "<span style=\"color: #008000; text-decoration-color: #008000\">                  &gt; options.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;32mMorgan Ellis\u001b[0m\u001b[32m acts: \u001b[0m\u001b[1;32m[\u001b[0m\u001b[32mTHINK\u001b[0m\u001b[1;32m]\u001b[0m\u001b[32m \u001b[0m\n",
       "\u001b[32m                  > Considering my financial situation, background, and personality, I need to\u001b[0m\n",
       "\u001b[32m                  > evaluate these ads carefully. I value quality and reliability, and I prefer\u001b[0m\n",
       "\u001b[32m                  > products with good customer support and warranties. I also avoid impulse buying\u001b[0m\n",
       "\u001b[32m                  > and like to research thoroughly before purchasing. The first ad for the LG 4K\u001b[0m\n",
       "\u001b[32m                  > OLED TV appeals to tech enthusiasts and gamers, highlighting advanced features\u001b[0m\n",
       "\u001b[32m                  > and picture quality, but it might be expensive. The second ad for Samsung TVs\u001b[0m\n",
       "\u001b[32m                  > emphasizes family-friendly features, financing options, and is ranked highly for\u001b[0m\n",
       "\u001b[32m                  > customer satisfaction, which aligns well with my family-oriented values and\u001b[0m\n",
       "\u001b[32m                  > financial prudence. The third ad offers affordable \u001b[0m\u001b[1;32m55\u001b[0m\u001b[32m-inch TVs with free\u001b[0m\n",
       "\u001b[32m                  > shipping, which is budget-friendly but lacks detail on quality or support. Given\u001b[0m\n",
       "\u001b[32m                  > my preference for quality, family use, and financial planning, the Samsung ad\u001b[0m\n",
       "\u001b[32m                  > convinces me more because it balances quality, family suitability, and financing\u001b[0m\n",
       "\u001b[32m                  > options.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Taylor Donovan</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; I would choose the third ad from Wayfair. It offers affordable </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">55</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">-inch TVs</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; with free shipping, which fits better with my budget as a student. While the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; LG and Samsung TVs have impressive features, they seem pricier and more suited</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; for gamers or families, respectively. Given my financial situation and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; preference for reliable yet affordable tech, the Wayfair deal feels like the</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                    &gt; most practical choice.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mTaylor Donovan\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                    > I would choose the third ad from Wayfair. It offers affordable \u001b[0m\u001b[1;38;5;40m55\u001b[0m\u001b[1;38;5;40m-inch TVs\u001b[0m\n",
       "\u001b[1;38;5;40m                    > with free shipping, which fits better with my budget as a student. While the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > LG and Samsung TVs have impressive features, they seem pricier and more suited\u001b[0m\n",
       "\u001b[1;38;5;40m                    > for gamers or families, respectively. Given my financial situation and\u001b[0m\n",
       "\u001b[1;38;5;40m                    > preference for reliable yet affordable tech, the Wayfair deal feels like the\u001b[0m\n",
       "\u001b[1;38;5;40m                    > most practical choice.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Avery Delgado</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; I think the third ad from Wayfair convinces me the most. Since my family</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; doesn't have a lot of money, getting a good TV at an affordable price with free</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; shipping sounds way better for us. Even though the LG TV looks super cool for</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; gaming, it's probably too expensive. The Samsung one seems nice for family</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; movie nights, but I worry it might still be pricey. So, the Wayfair deal fits</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; better with what we can afford and still get a good TV.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mAvery Delgado\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > I think the third ad from Wayfair convinces me the most. Since my family\u001b[0m\n",
       "\u001b[1;38;5;40m                   > doesn't have a lot of money, getting a good TV at an affordable price with free\u001b[0m\n",
       "\u001b[1;38;5;40m                   > shipping sounds way better for us. Even though the LG TV looks super cool for\u001b[0m\n",
       "\u001b[1;38;5;40m                   > gaming, it's probably too expensive. The Samsung one seems nice for family\u001b[0m\n",
       "\u001b[1;38;5;40m                   > movie nights, but I worry it might still be pricey. So, the Wayfair deal fits\u001b[0m\n",
       "\u001b[1;38;5;40m                   > better with what we can afford and still get a good TV.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Jaden Morales</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; I think the third ad from Wayfair convinces me the most. It's affordable and</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; has free shipping, which is important </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">'cause my family doesn'</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">t have a lot of</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; money. Even though the LG TV sounds awesome for gaming, it's probably too</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; expensive for us. The Samsung one seems nice for family movie nights, but I</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; worry about the cost. So yeah, the Wayfair deal feels like the best choice for</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                   &gt; me and my family.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mJaden Morales\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                   > I think the third ad from Wayfair convinces me the most. It's affordable and\u001b[0m\n",
       "\u001b[1;38;5;40m                   > has free shipping, which is important \u001b[0m\u001b[1;38;5;40m'cause my family doesn'\u001b[0m\u001b[1;38;5;40mt have a lot of\u001b[0m\n",
       "\u001b[1;38;5;40m                   > money. Even though the LG TV sounds awesome for gaming, it's probably too\u001b[0m\n",
       "\u001b[1;38;5;40m                   > expensive for us. The Samsung one seems nice for family movie nights, but I\u001b[0m\n",
       "\u001b[1;38;5;40m                   > worry about the cost. So yeah, the Wayfair deal feels like the best choice for\u001b[0m\n",
       "\u001b[1;38;5;40m                   > me and my family.\u001b[0m\n"
      ]
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       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Avery Delgado</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mAvery Delgado\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
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     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Taylor Donovan</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mTaylor Donovan\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Jaden Morales</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mJaden Morales\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold; text-decoration: underline\">Morgan Ellis</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> acts: [TALK] </span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; After considering the ads, I find the Samsung 4K &amp; 8K TVs ad most convincing. It</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; highlights family-friendly features and offers </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">48</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\"> months of </span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">0</span><span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">% APR financing,</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; which fits well with my focus on financial planning and family use. The high</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; customer satisfaction ranking also reassures me about quality and support. While</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; the LG TV has impressive gaming features, it seems more specialized and likely</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; more expensive, and the Wayfair option lacks detail on quality and support.</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; Overall, Samsung's balance of quality, family orientation, and financing makes</span>\n",
       "<span style=\"color: #00d700; text-decoration-color: #00d700; font-weight: bold\">                  &gt; it the best choice for me.</span>\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[1;4;38;5;40mMorgan Ellis\u001b[0m\u001b[1;38;5;40m acts: \u001b[0m\u001b[1;38;5;40m[\u001b[0m\u001b[1;38;5;40mTALK\u001b[0m\u001b[1;38;5;40m]\u001b[0m\u001b[1;38;5;40m \u001b[0m\n",
       "\u001b[1;38;5;40m                  > After considering the ads, I find the Samsung 4K & 8K TVs ad most convincing. It\u001b[0m\n",
       "\u001b[1;38;5;40m                  > highlights family-friendly features and offers \u001b[0m\u001b[1;38;5;40m48\u001b[0m\u001b[1;38;5;40m months of \u001b[0m\u001b[1;38;5;40m0\u001b[0m\u001b[1;38;5;40m% APR financing,\u001b[0m\n",
       "\u001b[1;38;5;40m                  > which fits well with my focus on financial planning and family use. The high\u001b[0m\n",
       "\u001b[1;38;5;40m                  > customer satisfaction ranking also reassures me about quality and support. While\u001b[0m\n",
       "\u001b[1;38;5;40m                  > the LG TV has impressive gaming features, it seems more specialized and likely\u001b[0m\n",
       "\u001b[1;38;5;40m                  > more expensive, and the Wayfair option lacks detail on quality and support.\u001b[0m\n",
       "\u001b[1;38;5;40m                  > Overall, Samsung's balance of quality, family orientation, and financing makes\u001b[0m\n",
       "\u001b[1;38;5;40m                  > it the best choice for me.\u001b[0m\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    },
    {
     "data": {
      "text/html": [
       "<pre style=\"margin:0px;;white-space:pre;overflow-x:auto;line-height:normal;font-family:Menlo,'DejaVu Sans Mono',consolas,'Courier New',monospace\"><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; text-decoration: underline\">Morgan Ellis</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> acts: </span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">[</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\">DONE</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0; font-weight: bold\">]</span><span style=\"color: #d0d0d0; text-decoration-color: #d0d0d0\"> </span>\n",
       "\n",
       "</pre>\n"
      ],
      "text/plain": [
       "\u001b[4;38;5;252mMorgan Ellis\u001b[0m\u001b[38;5;252m acts: \u001b[0m\u001b[1;38;5;252m[\u001b[0m\u001b[38;5;252mDONE\u001b[0m\u001b[1;38;5;252m]\u001b[0m\u001b[38;5;252m \u001b[0m\n",
       "\n"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "target_audience = TinyWorld(f\"Target audience\", people, broadcast_if_no_target=False)\n",
    "target_audience.broadcast(eval_request_msg)\n",
    "target_audience.run(1)\n"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 15,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:09:00.508271Z",
     "iopub.status.busy": "2025-07-26T16:09:00.507272Z",
     "iopub.status.idle": "2025-07-26T16:10:36.588278Z",
     "shell.execute_reply": "2025-07-26T16:10:36.587283Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It\\'s about affordable 55 inch TVs with free shipping, which sounds more like something I could actually afford without stressing too much. The other ones seem kinda fancy or have long financing plans, and that just makes me nervous about money and payments. So yeah, the third one feels safer and more realistic for me.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It emphasizes affordability and free shipping, which fits my cautious approach to spending given inflation concerns. While the LG TV looks impressive with its gaming features, it seems too pricey for my budget. The Samsung ad offers financing, but I prefer straightforward affordability without long-term commitments. So, the Wayfair deal feels like the best balance of quality and price for me.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It highlights family-friendly features, which suits my household, and offers financing options that help manage the cost responsibly. While the LG TV is impressive for gaming, it\\'s likely more expensive and specialized than I need. The Wayfair option is budget-friendly but may not meet my quality and feature expectations. Overall, Samsung strikes a good balance between quality, usability, and affordability for my situation.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55-inch TVs with free shipping, fitting my budget as a young professional. I like tech and good quality but can\\'t justify splurging on high-end gaming or family TVs right now. The straightforward deal without too many complicated features feels less overwhelming.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 1, \"ad_title\": \"The Ultimate Gaming Experience - LG 4K Ultra HD TV\", \"justification\": \"As a gamer and someone who streams occasionally, the promise of a 4K OLED TV with ultra-fast response time and exclusive gaming features fits my setup perfectly. The free gaming stand is a nice bonus that adds value. The Samsung ad is more family-oriented, which doesn\\'t suit me, and the Wayfair deal lacks the advanced features I want. Despite my tendency to procrastinate on tech purchases, this one feels worth considering for the long haul.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55-inch TVs with free shipping, which aligns well with my cautious financial habits and preference for practical, budget-friendly purchases. The first ad seems too focused on high-end gaming features that I don\\'t need, and the second, while family-oriented, might be more expensive and less aligned with my preference to avoid unnecessary spending. So, the Wayfair deal feels like the best fit for me.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It\\'s affordable and has free shipping, fitting my cautious spending and preference for simplicity. I don\\'t need fancy gadgets or complicated financing, and this ad speaks plain and simple, which suits my limited Social Security income and practical needs.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"Given my background and cautious approach to spending, the third ad from Wayfair appeals to me the most. It offers affordable 55-inch TVs with free shipping, which fits my preference for budget-friendly and straightforward purchases without unnecessary features or complicated setups. The first ad seems too flashy and geared towards gamers, which isn\\'t my interest, and the second ad, while family-oriented, still feels a bit too much with financing options and advanced features I don\\'t need. So, I\\'d lean towards the third option for its simplicity and practicality.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It\\'s about affordable 55 inch TVs with good deals and free shipping, which sounds better for my family\\'s budget. We recently moved to a cheaper place, so we gotta be careful with money. Even though I like gaming and cool tech, the expensive LG TV is probably too much for us right now. The Samsung one sounds nice for family stuff, but the financing might still be tricky. So yeah, the Wayfair deal feels like the smartest choice for us.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55-inch TVs with free shipping, which aligns well with my cautious financial approach and preference for practical, straightforward purchases. The first ad seems too focused on gaming features that I do not need, and the second ad, while family-oriented, appears more elaborate and possibly costly. I prefer simplicity and value, so the third ad suits me best.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It highlights family-friendly features and offers 48 months of 0% APR financing, which aligns well with my financial prudence and family-oriented values. The emphasis on bringing the family together for movie nights resonates with my lifestyle, and the financing option makes it a manageable investment without compromising quality. While the LG TV is impressive for gaming, it\\'s likely more expensive and specialized, and the Wayfair option seems budget-friendly but may lack the quality and features I prefer. Overall, Samsung\\'s balance of quality, family use, and financing suits my situation best.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55 inch TVs with free shipping, which fits well with my cautious approach to spending and preference for budget-friendly yet reliable electronics. The first ad seems too high-end and gaming-focused, which isn\\'t my priority, and the second ad, while family-oriented and offering financing, might still be more expensive than I want to commit to right now. So, the third ad aligns best with my financial goals and practical needs.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"The third ad from Wayfair really speaks to me. It\\'s all about affordable prices and free shipping, which is super important since I gotta watch my budget tight. The first two seem kinda fancy and pricey, with all those techy features that just make me nervous. I just want something simple and reliable without breaking the bank.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It highlights family-friendly features, which is important to me, and offers 48 months of 0% APR financing, making it financially manageable. The quality seems reliable, and the financing option aligns with my cautious spending habits. While the LG TV appeals to my tech interests, it might be too costly, and the Wayfair option seems budget-friendly but possibly lacks the quality and warranty I prefer.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 1, \"ad_title\": \"The Ultimate Gaming Experience - LG 4K Ultra HD TV\", \"justification\": \"As someone who loves gaming and tech, the promise of ultra-fast response time and exclusive gaming features really speaks to me. Even though it\\'s probably pricier, I value quality and cutting-edge tech, so it feels worth it. The Samsung ad seems more family-oriented, which doesn\\'t fit my lifestyle, and the Wayfair deal is tempting price-wise but lacks the advanced features I care about.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"The Samsung ad aligns with my family\\'s lifestyle and offers financing, making it more accessible financially. It emphasizes family-friendly features and quality, which fits my belief in family togetherness and practical purchases. The financing option makes it easier on the budget, which is important with kids.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It speaks right to my heart about bringing the family together for movie nights, which is real important to me. Plus, the 48 months 0% APR financing makes it easier on the budget, and I like to be careful with money but still get good quality. Samsung\\'s known for reliability, and those anti-reflection features sound handy for our living room. The LG gaming TV is fancy but more than we need, and the Wayfair deal seems too vague on quality. So Samsung\\'s ad fits my family\\'s needs and my practical side best.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"Given my financial prudence and family-oriented mindset, I find the third ad from Wayfair most convincing. It offers affordable prices and free shipping, which aligns well with my preference for practical and budget-friendly purchases. The first ad seems too high-end and specialized for gaming, which isn\\'t my priority, and the second ad, while family-friendly, might be more expensive despite financing options. So, the third ad fits best with my values and current needs.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It aligns well with my family-oriented values and offers practical financing options, which suits my cautious financial approach. The emphasis on family movie nights and quality picture makes it appealing for our home environment. While the LG TV is impressive, it\\'s more gaming-focused, which isn\\'t really my priority. The Wayfair deal is budget-friendly but might compromise on quality, which I prefer to avoid. So, Samsung\\'s balance of quality, family use, and manageable financing wins my vote.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55-inch TVs with free shipping, which fits my preference for budget-friendly and straightforward purchases. The first ad seems too focused on gaming features that don\\'t interest me, and the second ad, while family-oriented, feels a bit more complex and possibly costly. Given my cautious approach to spending and technology, the third ad aligns best with my needs and financial situation.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"I have limited income and prefer simple, durable items that last and are easy to use. The first ad is too expensive and complicated, the second ad involves financing which I want to avoid, and the third ad offers affordable prices and free shipping, which fits my budget and preference for straightforward purchases.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 1, \"ad_title\": \"The Ultimate Gaming Experience - LG 4K Ultra HD TV\", \"justification\": \"As someone who loves gaming and streaming, the promise of ultra-fast response time and exclusive gaming features sounds perfect. Even though it\\'s probably pricey, the quality and features align with what I want for my setup. The Samsung one seems more family-oriented, which isn\\'t really my focus, and the Wayfair deal is tempting price-wise but probably lacks the specs I care about.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It talks about bringing the family together, which aligns with my family-oriented values. The financing option makes it easier on the budget, and it\\'s perfect for movie nights with the kids. The LG gaming TV is too fancy and the Wayfair deal lacks mention of quality or features, so Samsung\\'s ad fits my family\\'s needs and financial sense best.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"Honestly, the third ad from Wayfair grabs me the most. I mean, I\\'m all about gaming and cool tech, but my budget\\'s kinda tight right now. That affordable 55-inch TV with free shipping sounds like a solid deal without breaking the bank. The LG one looks amazing for gaming, but probably way out of my price range, and the Samsung feels more family-oriented, which isn\\'t really my vibe. So yeah, Wayfair\\'s ad convinces me more because it fits my financial situation and still gets the job done for gaming and streaming.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It offers affordable 55-inch TVs with free shipping, which fits better with my budget as a student. While the LG and Samsung TVs have impressive features, they seem pricier and more suited for gamers or families, respectively. Given my financial situation and preference for reliable yet affordable tech, the Wayfair deal feels like the most practical choice.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"Since my family doesn\\'t have a lot of money, getting a good TV at an affordable price with free shipping sounds way better for us. Even though the LG TV looks super cool for gaming, it\\'s probably too expensive. The Samsung one seems nice for family movie nights, but I worry it might still be pricey. So, the Wayfair deal fits better with what we can afford and still get a good TV.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 3, \"ad_title\": \"Affordable 55 Inch TV - Wayfair Deals Shop Now\", \"justification\": \"It\\'s affordable and has free shipping, which is important because my family doesn\\'t have a lot of money. Even though the LG TV sounds awesome for gaming, it\\'s probably too expensive for us. The Samsung one seems nice for family movie nights, but I worry about the cost. So yeah, the Wayfair deal feels like the best choice for me and my family.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    },
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "Extraction raw result message: {'content': '{\"ad_number\": 2, \"ad_title\": \"The Perfect Family TV - Samsung 4K & 8K TVs\", \"justification\": \"It highlights family-friendly features and offers 48 months of 0% APR financing, which fits well with my focus on financial planning and family use. The high customer satisfaction ranking also reassures me about quality and support. While the LG TV has impressive gaming features, it seems more specialized and likely more expensive, and the Wayfair option lacks detail on quality and support. Overall, Samsung\\'s balance of quality, family orientation, and financing makes it the best choice for me.\"}', 'refusal': None, 'role': 'assistant', 'annotations': []}\n"
     ]
    }
   ],
   "source": [
    "extractor = ResultsExtractor()\n",
    "extraction_objective=\"Find the ad the agent chose. Extract the Ad number and title, as well as the justification the agent gave to choose that. Extract only ONE result.\"\n",
    "\n",
    "choices =[]\n",
    "\n",
    "for person in people:\n",
    "    res = extractor.extract_results_from_agent(person,\n",
    "                                    extraction_objective=extraction_objective,\n",
    "                                    situation=situation,\n",
    "                                    fields=[\"ad_number\", \"ad_title\", \"justification\"],\n",
    "                                    fields_hints={\"ad_number\": \"Must be an integer, not a string.\"},\n",
    "                                    verbose=True)\n",
    "\n",
    "    choices.append(res)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 16,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:10:36.593282Z",
     "iopub.status.busy": "2025-07-26T16:10:36.593282Z",
     "iopub.status.idle": "2025-07-26T16:10:36.619281Z",
     "shell.execute_reply": "2025-07-26T16:10:36.618279Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "[{'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It's about affordable 55 inch TVs with free shipping, which sounds more like something I could actually afford without stressing too much. The other ones seem kinda fancy or have long financing plans, and that just makes me nervous about money and payments. So yeah, the third one feels safer and more realistic for me.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': 'It emphasizes affordability and free shipping, which fits my cautious approach to spending given inflation concerns. While the LG TV looks impressive with its gaming features, it seems too pricey for my budget. The Samsung ad offers financing, but I prefer straightforward affordability without long-term commitments. So, the Wayfair deal feels like the best balance of quality and price for me.'},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It highlights family-friendly features, which suits my household, and offers financing options that help manage the cost responsibly. While the LG TV is impressive for gaming, it's likely more expensive and specialized than I need. The Wayfair option is budget-friendly but may not meet my quality and feature expectations. Overall, Samsung strikes a good balance between quality, usability, and affordability for my situation.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It offers affordable 55-inch TVs with free shipping, fitting my budget as a young professional. I like tech and good quality but can't justify splurging on high-end gaming or family TVs right now. The straightforward deal without too many complicated features feels less overwhelming.\"},\n",
       " {'ad_number': 1,\n",
       "  'ad_title': 'The Ultimate Gaming Experience - LG 4K Ultra HD TV',\n",
       "  'justification': \"As a gamer and someone who streams occasionally, the promise of a 4K OLED TV with ultra-fast response time and exclusive gaming features fits my setup perfectly. The free gaming stand is a nice bonus that adds value. The Samsung ad is more family-oriented, which doesn't suit me, and the Wayfair deal lacks the advanced features I want. Despite my tendency to procrastinate on tech purchases, this one feels worth considering for the long haul.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It offers affordable 55-inch TVs with free shipping, which aligns well with my cautious financial habits and preference for practical, budget-friendly purchases. The first ad seems too focused on high-end gaming features that I don't need, and the second, while family-oriented, might be more expensive and less aligned with my preference to avoid unnecessary spending. So, the Wayfair deal feels like the best fit for me.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It's affordable and has free shipping, fitting my cautious spending and preference for simplicity. I don't need fancy gadgets or complicated financing, and this ad speaks plain and simple, which suits my limited Social Security income and practical needs.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"Given my background and cautious approach to spending, the third ad from Wayfair appeals to me the most. It offers affordable 55-inch TVs with free shipping, which fits my preference for budget-friendly and straightforward purchases without unnecessary features or complicated setups. The first ad seems too flashy and geared towards gamers, which isn't my interest, and the second ad, while family-oriented, still feels a bit too much with financing options and advanced features I don't need. So, I'd lean towards the third option for its simplicity and practicality.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It's about affordable 55 inch TVs with good deals and free shipping, which sounds better for my family's budget. We recently moved to a cheaper place, so we gotta be careful with money. Even though I like gaming and cool tech, the expensive LG TV is probably too much for us right now. The Samsung one sounds nice for family stuff, but the financing might still be tricky. So yeah, the Wayfair deal feels like the smartest choice for us.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': 'It offers affordable 55-inch TVs with free shipping, which aligns well with my cautious financial approach and preference for practical, straightforward purchases. The first ad seems too focused on gaming features that I do not need, and the second ad, while family-oriented, appears more elaborate and possibly costly. I prefer simplicity and value, so the third ad suits me best.'},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It highlights family-friendly features and offers 48 months of 0% APR financing, which aligns well with my financial prudence and family-oriented values. The emphasis on bringing the family together for movie nights resonates with my lifestyle, and the financing option makes it a manageable investment without compromising quality. While the LG TV is impressive for gaming, it's likely more expensive and specialized, and the Wayfair option seems budget-friendly but may lack the quality and features I prefer. Overall, Samsung's balance of quality, family use, and financing suits my situation best.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It offers affordable 55 inch TVs with free shipping, which fits well with my cautious approach to spending and preference for budget-friendly yet reliable electronics. The first ad seems too high-end and gaming-focused, which isn't my priority, and the second ad, while family-oriented and offering financing, might still be more expensive than I want to commit to right now. So, the third ad aligns best with my financial goals and practical needs.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"The third ad from Wayfair really speaks to me. It's all about affordable prices and free shipping, which is super important since I gotta watch my budget tight. The first two seem kinda fancy and pricey, with all those techy features that just make me nervous. I just want something simple and reliable without breaking the bank.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': 'It highlights family-friendly features, which is important to me, and offers 48 months of 0% APR financing, making it financially manageable. The quality seems reliable, and the financing option aligns with my cautious spending habits. While the LG TV appeals to my tech interests, it might be too costly, and the Wayfair option seems budget-friendly but possibly lacks the quality and warranty I prefer.'},\n",
       " {'ad_number': 1,\n",
       "  'ad_title': 'The Ultimate Gaming Experience - LG 4K Ultra HD TV',\n",
       "  'justification': \"As someone who loves gaming and tech, the promise of ultra-fast response time and exclusive gaming features really speaks to me. Even though it's probably pricier, I value quality and cutting-edge tech, so it feels worth it. The Samsung ad seems more family-oriented, which doesn't fit my lifestyle, and the Wayfair deal is tempting price-wise but lacks the advanced features I care about.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"The Samsung ad aligns with my family's lifestyle and offers financing, making it more accessible financially. It emphasizes family-friendly features and quality, which fits my belief in family togetherness and practical purchases. The financing option makes it easier on the budget, which is important with kids.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It speaks right to my heart about bringing the family together for movie nights, which is real important to me. Plus, the 48 months 0% APR financing makes it easier on the budget, and I like to be careful with money but still get good quality. Samsung's known for reliability, and those anti-reflection features sound handy for our living room. The LG gaming TV is fancy but more than we need, and the Wayfair deal seems too vague on quality. So Samsung's ad fits my family's needs and my practical side best.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"Given my financial prudence and family-oriented mindset, I find the third ad from Wayfair most convincing. It offers affordable prices and free shipping, which aligns well with my preference for practical and budget-friendly purchases. The first ad seems too high-end and specialized for gaming, which isn't my priority, and the second ad, while family-friendly, might be more expensive despite financing options. So, the third ad fits best with my values and current needs.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It aligns well with my family-oriented values and offers practical financing options, which suits my cautious financial approach. The emphasis on family movie nights and quality picture makes it appealing for our home environment. While the LG TV is impressive, it's more gaming-focused, which isn't really my priority. The Wayfair deal is budget-friendly but might compromise on quality, which I prefer to avoid. So, Samsung's balance of quality, family use, and manageable financing wins my vote.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It offers affordable 55-inch TVs with free shipping, which fits my preference for budget-friendly and straightforward purchases. The first ad seems too focused on gaming features that don't interest me, and the second ad, while family-oriented, feels a bit more complex and possibly costly. Given my cautious approach to spending and technology, the third ad aligns best with my needs and financial situation.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': 'I have limited income and prefer simple, durable items that last and are easy to use. The first ad is too expensive and complicated, the second ad involves financing which I want to avoid, and the third ad offers affordable prices and free shipping, which fits my budget and preference for straightforward purchases.'},\n",
       " {'ad_number': 1,\n",
       "  'ad_title': 'The Ultimate Gaming Experience - LG 4K Ultra HD TV',\n",
       "  'justification': \"As someone who loves gaming and streaming, the promise of ultra-fast response time and exclusive gaming features sounds perfect. Even though it's probably pricey, the quality and features align with what I want for my setup. The Samsung one seems more family-oriented, which isn't really my focus, and the Wayfair deal is tempting price-wise but probably lacks the specs I care about.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It talks about bringing the family together, which aligns with my family-oriented values. The financing option makes it easier on the budget, and it's perfect for movie nights with the kids. The LG gaming TV is too fancy and the Wayfair deal lacks mention of quality or features, so Samsung's ad fits my family's needs and financial sense best.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"Honestly, the third ad from Wayfair grabs me the most. I mean, I'm all about gaming and cool tech, but my budget's kinda tight right now. That affordable 55-inch TV with free shipping sounds like a solid deal without breaking the bank. The LG one looks amazing for gaming, but probably way out of my price range, and the Samsung feels more family-oriented, which isn't really my vibe. So yeah, Wayfair's ad convinces me more because it fits my financial situation and still gets the job done for gaming and streaming.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': 'It offers affordable 55-inch TVs with free shipping, which fits better with my budget as a student. While the LG and Samsung TVs have impressive features, they seem pricier and more suited for gamers or families, respectively. Given my financial situation and preference for reliable yet affordable tech, the Wayfair deal feels like the most practical choice.'},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"Since my family doesn't have a lot of money, getting a good TV at an affordable price with free shipping sounds way better for us. Even though the LG TV looks super cool for gaming, it's probably too expensive. The Samsung one seems nice for family movie nights, but I worry it might still be pricey. So, the Wayfair deal fits better with what we can afford and still get a good TV.\"},\n",
       " {'ad_number': 3,\n",
       "  'ad_title': 'Affordable 55 Inch TV - Wayfair Deals Shop Now',\n",
       "  'justification': \"It's affordable and has free shipping, which is important because my family doesn't have a lot of money. Even though the LG TV sounds awesome for gaming, it's probably too expensive for us. The Samsung one seems nice for family movie nights, but I worry about the cost. So yeah, the Wayfair deal feels like the best choice for me and my family.\"},\n",
       " {'ad_number': 2,\n",
       "  'ad_title': 'The Perfect Family TV - Samsung 4K & 8K TVs',\n",
       "  'justification': \"It highlights family-friendly features and offers 48 months of 0% APR financing, which fits well with my focus on financial planning and family use. The high customer satisfaction ranking also reassures me about quality and support. While the LG TV has impressive gaming features, it seems more specialized and likely more expensive, and the Wayfair option lacks detail on quality and support. Overall, Samsung's balance of quality, family orientation, and financing makes it the best choice for me.\"}]"
      ]
     },
     "execution_count": 16,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "choices"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 17,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:10:36.624283Z",
     "iopub.status.busy": "2025-07-26T16:10:36.624283Z",
     "iopub.status.idle": "2025-07-26T16:10:36.634307Z",
     "shell.execute_reply": "2025-07-26T16:10:36.633300Z"
    }
   },
   "outputs": [
    {
     "name": "stdout",
     "output_type": "stream",
     "text": [
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "1: The Ultimate Gaming Experience - LG 4K Ultra HD TV\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "1: The Ultimate Gaming Experience - LG 4K Ultra HD TV\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "1: The Ultimate Gaming Experience - LG 4K Ultra HD TV\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "3: Affordable 55 Inch TV - Wayfair Deals Shop Now\n",
      "2: The Perfect Family TV - Samsung 4K & 8K TVs\n"
     ]
    }
   ],
   "source": [
    "votes = {}\n",
    "for choice in choices:\n",
    "    print(f\"{choice['ad_number']}: {choice['ad_title']}\")\n",
    "\n",
    "    ad_number = choice['ad_number']\n",
    "    if ad_number not in votes:\n",
    "        votes[ad_number] = 0\n",
    "    votes[ad_number] += 1"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 18,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:10:36.639299Z",
     "iopub.status.busy": "2025-07-26T16:10:36.638299Z",
     "iopub.status.idle": "2025-07-26T16:10:36.649299Z",
     "shell.execute_reply": "2025-07-26T16:10:36.649299Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "{3: 17, 2: 8, 1: 3}"
      ]
     },
     "execution_count": 18,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "votes"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 19,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:10:36.654279Z",
     "iopub.status.busy": "2025-07-26T16:10:36.654279Z",
     "iopub.status.idle": "2025-07-26T16:10:37.025498Z",
     "shell.execute_reply": "2025-07-26T16:10:37.024498Z"
    }
   },
   "outputs": [
    {
     "data": {
      "image/png": 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",
      "text/plain": [
       "<Figure size 1000x600 with 1 Axes>"
      ]
     },
     "metadata": {},
     "output_type": "display_data"
    }
   ],
   "source": [
    "# Create a horizontal bar plot\n",
    "plt.figure(figsize=(10, 6))\n",
    "plt.barh(list(votes.keys()), list(votes.values()))\n",
    "# Add labels and title\n",
    "plt.xlabel('Number of Votes')\n",
    "plt.ylabel('Ad Number')\n",
    "plt.title('Ad Votes')\n",
    "# Show the plot\n",
    "plt.show()\n"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Finally, we pick the winner ad."
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 20,
   "metadata": {
    "execution": {
     "iopub.execute_input": "2025-07-26T16:10:37.031499Z",
     "iopub.status.busy": "2025-07-26T16:10:37.030497Z",
     "iopub.status.idle": "2025-07-26T16:10:37.041011Z",
     "shell.execute_reply": "2025-07-26T16:10:37.040013Z"
    }
   },
   "outputs": [
    {
     "data": {
      "text/plain": [
       "3"
      ]
     },
     "execution_count": 20,
     "metadata": {},
     "output_type": "execute_result"
    }
   ],
   "source": [
    "# picks the most voted ad\n",
    "winner = max(votes, key=votes.get)\n",
    "winner"
   ]
  }
 ],
 "metadata": {
  "kernelspec": {
   "display_name": "py310",
   "language": "python",
   "name": "python3"
  },
  "language_info": {
   "codemirror_mode": {
    "name": "ipython",
    "version": 3
   },
   "file_extension": ".py",
   "mimetype": "text/x-python",
   "name": "python",
   "nbconvert_exporter": "python",
   "pygments_lexer": "ipython3",
   "version": "3.10.13"
  }
 },
 "nbformat": 4,
 "nbformat_minor": 2
}
